Anxiety DisordersDepressive DisordersNeuroimaging & Brain MeasuresMajor Depressive Disorder (MDD)Treatment-Resistant Depression (TRD)Bipolar DisorderChronic PainSuicidalityImmunology & InflammationKetamine

Biomarkers of ketamine's antidepressant effect: An umbrella review

This review (n=4,912) explores the evidence on blood-based and neuroimaging biomarkers underlying the antidepressant effects of ketamine. Ketamine can elicit an anti-inflammatorry effect, decrease at least one pro-inflammatory marker and data indicates the antidepressant effect is related to changes in synaptic plasticity and functional connectivity.

Authors

  • Jonathan Rosenblat
  • Shokouh Meshkat
  • Joseph Vincenzo

Published

Journal of Affective Disorders
meta Study

Abstract

Ketamine is a NMDA receptor antagonist that has a rapid acting antidepressant effect with high efficacy in treatment-resistant patients. Ketamine is a beneficial antidepressant for many individuals with depression, but not all of the patients respond, and some even exhibit symptom deterioration. The discovery of repeatable and mechanistically relevant biomarkers would address a major gap in treatment response prediction. Numerous potential peripheral biomarkers have been reported, but their current utility is unclear. We conducted an umbrella review to evaluate the biomarkers of ketamine's antidepressant effect in individuals with depression. PubMed and copus were searched using terms appropriate to each area of research, from their inception until July 2022. Five systematic reviews and meta analyses including 108 studies with 4912 participants were included. Blood-based and neuroimaging biomarkers were investigated. The results of this review indicate that ketamine can produce an anti-inflammatory effect and decrease at least one inflammatory marker following administration. Data from neuroimaging studies demonstrated that the cingulate cortex is the key locus of ketamine's action. The majority of the blood-based, neuroimaging, and neurophysiological investigations reviewed herein indicate ketamine induced normalization of major depressive disorder pathogenesis via synaptic plasticity and functional connectivity. Currently, no biomarker/biosignature is sufficiently validated for clinical utility, but several are promising. Now that ketamine is more widely available, biomarker discovery and replication should be attempted in larger, real-world populations.

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Research Summary of 'Biomarkers of ketamine's antidepressant effect: An umbrella review'

Introduction

Major depressive disorder (MDD) and bipolar depression are common, disabling conditions for which many patients do not respond adequately to conventional antidepressants and where response often takes weeks to develop. Ketamine, a non-competitive NMDA receptor antagonist administered at subanaesthetic doses, has demonstrated rapid antidepressant effects in treatment‑resistant depression (TRD) and reductions in suicidal ideation in both randomized trials and real‑world data. Multiple biological mechanisms have been proposed to underlie ketamine's effects, including modulation of glutamatergic neurotransmission, inflammatory pathways, neurotrophic signalling, sleep/circadian function, and reward/pain processing, but treatment response is heterogeneous and some patients worsen. Identifying repeatable, mechanistically relevant biomarkers could help predict who will benefit and illuminate ketamine's therapeutic mechanisms. Meshkat and colleagues set out to synthesise the existing systematic reviews and meta‑analyses on biomarkers of ketamine's antidepressant effect. The umbrella review aimed to collect, categorise, and appraise studies of translational biomarkers across domains (blood/serum, immune, metabolic, genetic, neuroimaging, electrophysiology, and sleep) to evaluate which markers show consistent associations with ketamine response and where evidence gaps remain. The authors frame this work as a step towards precision medicine for ketamine treatment by highlighting promising signals and methodological limitations in the literature.

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Study Details

References (11)

Papers cited by this study that are also in Blossom

Ketamine Treatment and Global Brain Connectivity in Major Depression

Abdallah, C. G., Averill, L. A., Collins, K. A. et al. · Neuropsychopharmacology (2016)

Efficacy and safety of ketamine in bipolar depression: A systematic review

Alberich, S., Martínez-Cengotitabengoa, M., López, P. et al. · Revista de Psiquiatría y Salud Mental (2017)

1 cited
The anterior cingulate cortex as a key locus of ketamine’s antidepressant action

Alexander, L., Jelen, L. A., Mehta, M. A. et al. · Neuroscience and Biobehavioral Reviews (2021)

Real-world effectiveness of ketamine in treatment-resistant depression: A systematic review & meta-analysis

Alnefeesi, Y., Chen-Li, D., Jawad, M. Y. et al. · Journal of Psychiatric Research (2022)

Ketamine-Associated Brain Changes: A Review of the Neuroimaging Literature

Ionescu, D. F., Felicione, J. M., Gosai, A. et al. · Harvard Review of Psychiatry (2018)

Ketamine's effect on inflammation and kynurenine pathway in depression: A systematic review

Kopra, E., Mondelli, V., Pariante, C. et al. · Journal of Psychopharmacology (2021)

Pharmacogenomics of ketamine: A systematic review

Meshkat, S., Rodrigues, N. B., Vincenzo, J. D. D. et al. · Journal of Psychiatric Research (2022)

106 cited
Predictors of Response to Ketamine in Treatment Resistant Major Depressive Disorder and Bipolar Disorder

Rong, C., Park, C., Rosenblat, J. D. et al. · International Journal of Environmental Research and Public Health (2018)

Show all 11 references

Cited By (1)

Papers in Blossom that reference this study

Ketamine as Add-On Treatment in Psychotic Treatment-Resistant Depression

Chmielewska, Z., Jakuszkowiak-Wojten, K., Wiglusz, M. S. et al. · Brain Sciences (2023)

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