Trial PaperMajor Depressive Disorder (MDD)Treatment-Resistant Depression (TRD)Depressive DisordersNeuroimaging & Brain MeasuresHealthy VolunteersKetamine

Ketamine improves short-term plasticity in depression by enhancing sensitivity to prediction errors

This EEG study (n=30) in patients with depression shows that prediction error sensitivity (a possible proxy for brain plasticity, lacking in this population) is improved by ketamine (30.8mg/70kg).

Authors

  • Suresh Muthukumaraswamy
  • Meg Spriggs
  • Rebecca Sumner

Published

European Neuropsychopharmacology
individual Study

Abstract

Major depressive disorder negatively impacts the sensitivity and adaptability of the brain's predictive coding framework. The current electroencephalography study into the antidepressant properties of ketamine investigated the downstream effects of ketamine on predictive coding and short-term plasticity in thirty patients with depression using the auditory roving mismatch negativity (rMMN). The rMMN paradigm was run 3-4 h after a single 0.44 mg/kg intravenous dose of ketamine or active placebo (remifentanil infused to a target plasma concentration of 1.7 ng/mL) in order to measure the neural effects of ketamine in the period when an improvement in depressive symptoms emerges. Depression symptomatology was measured using the Montgomery-Asberg Depression Rating Scale (MADRS); 70% of patients demonstrated at least a 50% reduction their MADRS global score. Ketamine significantly increased the MMN and P3a event related potentials, directly contrasting literature demonstrating ketamine's acute attenuation of the MMN. This effect was only reliable when all repetitions of the post-deviant tone were used. Dynamic causal modelling showed greater modulation of forward connectivity in response to a deviant tone between right primary auditory cortex and right inferior temporal cortex, which significantly correlated with antidepressant response to ketamine at 24 h. This is consistent with the hypothesis that ketamine increases sensitivity to unexpected sensory input and restores deficits in sensitivity to prediction error that are hypothesised to underlie depression. However, the lack of repetition suppression evident in the MMN evoked data compared to studies of healthy adults suggests that, at least within the short term, ketamine does not improve deficits in adaptive internal model calibration.

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Research Summary of 'Ketamine improves short-term plasticity in depression by enhancing sensitivity to prediction errors'

Introduction

Sumner and colleagues frame ketamine as a rapid and robust antidepressant whose downstream effects on neural signalling and plasticity likely contribute to its therapeutic action. While ketamine acts as an NMDA receptor antagonist, the investigators note that its antidepressant onset (around 2 h) and durability (about a week) point to multilayered mechanisms beyond acute receptor blockade, including enhanced Hebbian long-term potentiation (LTP) and other pro-glutamatergic, AMPA receptor-mediated changes that emerge within hours. The authors position predictive coding — a hierarchical, recursive process in which the brain issues top-down predictions and uses bottom-up prediction errors to update an internal generative model — as a complementary plasticity mechanism to Hebbian LTP that could be relevant to depression and to ketamine's effects. The study sets out to test whether ketamine modulates short-term predictive-coding processes in people with major depressive disorder (MDD). Specifically, the investigators used a roving auditory mismatch negativity (rMMN) paradigm and dynamic causal modelling (DCM) of EEG to probe MMN, P3a, repetition suppression, and the effective connectivity underlying deviant-stimulus processing 3–4 hours after a single subanaesthetic ketamine infusion. The primary aim was to determine whether ketamine, in the early window when antidepressant effects first emerge, increases sensitivity to prediction errors and alters short-term plasticity in patients with treatment-resistant depression.

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Study Details

References (5)

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