Brain entropy and neurotrophic molecular markers accompanying clinical improvement after ketamine: Preliminary evidence in adolescents with treatment-resistant depression

Abhrajeet V. Roy, Michelle Thai, Bonnie Klimes-Dougan, Mindy Westlund Schreiner, Bryon A. Mueller, Cristina Sophia Albott, Kelvin O. Lim, Mark Fiecas, Susannah J. Tye, Kathryn R. Cullen

Research output: Contribution to journalArticlepeer-review

15 Scopus citations


Background: Current theory suggests that treatment-resistant depression (TRD) involves impaired neuroplasticity resulting in cognitive and neural rigidity, and that clinical improvement may require increasing brain flexibility and adaptability. Aims: In this hypothesis-generating study, we sought to identify preliminary evidence of brain flexibility correlates of clinical change within the context of an open-label ketamine trial in adolescents with TRD, focusing on two promising candidate markers of neural flexibility: (a) entropy of resting-state functional magnetic resonance imaging (fMRI) signals; and (b) insulin-stimulated phosphorylation of mammalian target of rapamycin (mTOR) and glycogen synthase-3-beta (GSK3β) in peripheral blood mononuclear cells. Methods: We collected resting-state functional magnetic resonance imaging data and blood samples from 13 adolescents with TRD before and after a series of six ketamine infusions over 2 weeks. Usable pre/post ketamine data were available from 11 adolescents for imaging and from 10 adolescents for molecular signaling. We examined correlations between treatment response and changes in the central and peripheral flexibility markers. Results: Depression reduction correlated with increased nucleus accumbens entropy. Follow-up analyses suggested that physiological changes were associated with treatment response. In contrast to treatment non-responders (n=6), responders (n=5) showed greater increase in nucleus accumbens entropy after ketamine, together with greater post-treatment insulin/mTOR/GSK3β signaling. Conclusions: These data provide preliminary evidence that changes in neural flexibility may underlie symptom relief in adolescents with TRD following ketamine. Future research with adequately powered samples is needed to confirm resting-state entropy and insulin-stimulated mTOR and GSK3β as brain flexibility markers and candidate targets for future clinical trials. Clinical trial name: Ketamine in adolescents with treatment-resistant depression URL:

Original languageEnglish (US)
Pages (from-to)168-177
Number of pages10
JournalJournal of Psychopharmacology
Issue number2
StatePublished - Jul 9 2020

Bibliographical note

Funding Information:
The authors disclosed receipt of the following financial support for the research, authorship, and/or publication of this article: This research was supported by the National Institutes of Health’s National Center for Advancing Translational Sciences (UL1TR002494, 1UL1RR033183, UL1TR000114), Biotechnology Research Center (P41 EB015894), the National Institute of Neurological Disorders and Stroke Institutional Center Core Grants to Support Neuroscience Research (P30 NS076408), the High Performance Connectome Upgrade for Human 3T MR Scanner (1S10OD017974-01), the National Institute on Drug Abuse T32 Postdoctoral Training Program (5T32DA037183-05), and the University Foundation, Amplatz Scholarship.

Publisher Copyright:
© The Author(s) 2020.


  • Ketamine
  • adolescents
  • depression
  • entropy
  • mTOR/GSK3β
  • neuroplasticity

Center for Magnetic Resonance Research (CMRR) tags

  • ANDI


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