Evidence map›Paper›PMID 42403511›Full record

ArticleTherapeutic advances in psychopharmacology2026

Ketamine alters the aperiodic EEG exponent in major depression: implications for cortical E/I balance and treatment prediction.

Yujuan Liu, Xiaorong Liu, Sebastian Olbrich, Chong-Leong Lao, Haoyun Zhang, Martin Brunovsky, Cheng-Teng Ip

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Article in Therapeutic advances in psychopharmacology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

7 authors.

Yujuan LiuCenter for Cognitive and Brain Sciences, University of Macau, Taipa, Macau SAR, China.
Xiaorong LiuCenter for Cognitive and Brain Sciences, University of Macau, Taipa, Macau SAR, China.ORCID https://orcid.org/0009-0001-7711-073X
Sebastian OlbrichHospital for Psychiatry, Psychotherapy and Psychosomatic, University Zurich, Zurich, Switzerland.
Chong-Leong LaoDepartment of Rehabilitation Medicine, Kiang Wu Hospital, Macau, Macau SAR, China.ORCID https://orcid.org/0009-0009-4431-9041
Haoyun ZhangCenter for Cognitive and Brain Sciences, University of Macau, Taipa, Macau SAR, China.ORCID https://orcid.org/0000-0001-9729-0849
Martin BrunovskyNational Institute of Mental Health, Klecany, Czech Republic.ORCID https://orcid.org/0000-0002-2483-0848
Cheng-Teng IpCenter for Cognitive and Brain Sciences, University of Macau, Research Building N21, Avenida da Universidade, Taipa, Macau SAR 9990, China.ORCID https://orcid.org/0000-0002-6398-7290

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Ketamine has emerged as a promising rapid-acting antidepressant for treatment-resistant depression (TRD), yet its mechanisms of action and reliable biomarkers of treatment response remain poorly understood. Recent evidence suggests that the aperiodic exponent (1/f slope) of electroencephalography (EEG) power spectra reflects cortical excitation-inhibition balance (EIB), offering a potential non-invasive marker of treatment outcomes. Objective: Our study investigated whether subanesthetic ketamine modulates the EEG aperiodic exponent in patients with major depressive disorder (MDD), most of whom met criteria for TRD. We also examined whether pretreatment aperiodic exponent predicts antidepressant response. Design: A placebo-controlled, single-blind, one-arm, fixed-sequence design without randomization trial of intravenous ketamine infusion in patients with MDD. Method: Twenty-four MDD patients underwent both placebo and ketamine (0.54 mg/kg over 30 min) infusions. Resting-state EEG was recorded pre-, start-, end-, and 24 h post-infusion. Aperiodic exponent (1-40 Hz) was extracted using spectral parameterization. Depressive symptoms were assessed using the Montgomery-Åsberg Depression Rating Scale, with responders defined as ⩾33% symptom reduction 24 h post-infusion. Result: Meta-analysis revealed substantial heterogeneity in ketamine's effect on aperiodic exponents. In our cohort, ketamine significantly reduced the aperiodic exponent across the scalp. Notably, responders exhibited higher pretreatment occipital aperiodic exponents than non-responders. A steeper pretreatment 1/f slope in the occipital region predicted better treatment outcomes. Conclusion: Subanesthetic ketamine alters cortical aperiodic dynamics in MDD, potentially reflecting EIB modulation. The EEG aperiodic exponent, particularly in occipital regions, may serve as a useful biomarker for predicting antidepressant response to ketamine. However, our meta-analysis underscores the complexity and variability of the EEG aperiodic exponent. Future large-scale, multimodal studies are needed to validate and expand on these findings. Trial registration: EudraCT Number: 2013-000952-17 (https://www.clinicaltrialsregister.eu/ctr-search/trial/2013-000952-17/CZ).

Indexed as

aperiodic exponentbiomarkerEEGE/I balanceketamine

Identifiers

PMID42403511
PMCPMC13332299

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.