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Ketamine's mechanisms of action in major depressive disorder and treatment-resistant depression: Is brain topological change a candidate convergent systems-level pathway?

Gia Han Le, Sabrina Wong, Simryn Selby, Roger S McIntyre

Asian Journal of Psychiatry October 12, 2026 DOI: 10.1016/j.ajp.2026.105178 (opens in new tab)

Study at a glance

AI-extracted from the abstract
Characteristics Narrative review Peer reviewed
Intervention Ketamine
Topics Depression Ketamine Esketamine
Keywords Brain connectivity Network topology Rapid-acting antidepressant
Key findings Argues that ketamine's antidepressant effects may be mediated by a convergent systems-level normalization of pathological brain network topology, not by NMDA receptor antagonism and glutamatergic signaling alone. The authors contend that ketamine rapidly increases global connectivity, reduces rigid network organization, and enhances neural signal diversity, and that these effects are associated with clinical improvement and differ from those of monoaminergic antidepressants, neuromodulation, psychotherapy, and serotonergic psychedelics.

Abstract

Ketamine is a rapid-acting antidepressant with demonstrated efficacy in major depressive disorder and treatment-resistant depression, yet the mechanisms by which its molecular actions translate into sustained clinical improvement remain incompletely understood. Prevailing models have emphasized N-methyl-D-aspartate receptor antagonism and downstream glutamatergic signaling; however, convergent evidence indicates that ketamine engages a broader hierarchy of biological processes spanning synaptic plasticity, circuit dynamics, and large-scale brain network organization. This narrative review integrates molecular, cellular, circuit-level, neuroimaging, and electrophysiological findings to evaluate whether normalization of pathological brain topology represents a convergent systems-level pathway mediating ketamine's antidepressant effects. Across modalities, depressive disorders are characterized by disrupted network integration and segregation, stability of maladaptive configurations, and impaired flexibility of large-scale neural systems. Evidence from functional magnetic resonance imaging and electroencephalography indicates that ketamine rapidly modulates these abnormalities, increasing global connectivity, reducing rigid network organization, and enhancing neural signal diversity and network dynamics. These effects emerge within hours, are associated with clinical improvement, and show temporal and mechanistic distinctions from those observed with monoaminergic antidepressants, neuromodulation, psychotherapy, and serotonergic psychedelics. Integrating these findings, this review proposes that ketamine's molecular and circuit-level actions are necessary but not sufficient, with antidepressant efficacy shaped by how these processes are instantiated within large-scale network topology. Conceptualizing brain topology as an integrative systems-level framework may help reconcile diverse mechanistic observations, clarify sources of treatment resistance, and inform testable hypotheses for topology-based biomarkers and novel rapid-acting antidepressant strategies.

In the evidence

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  • Argues that ketamine's antidepressant effects may be mediated by systems-level normalization of brain network topology rather than NMDA antagonism and glutamatergic signaling alone.

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