Spectral signatures of psilocybin, lysergic acid diethylamide (LSD) and ketamine in healthy volunteers and persons with major depressive disorder and treatment-resistant depression: A systematic review
Abstract
Background Electrophysiologic measures provide an opportunity to inform mechanistic models and possibly biomarker prediction of response. Serotonergic psychedelics (SPs) (i.e., psilocybin, lysergic acid diethylamide (LSD)) and ketamine represent new investigational and established treatments in mood disorders respectively. There is a need to better characterize the mechanism of action of these agents.Methods We conducted a systematic review investigating the spectral signatures of psilocybin, LSD, and ketamine in persons with major depressive disorder (MDD), treatment-resistant depression (TRD), and healthy controls.Results Ketamine and SPs are associated with increased theta power in persons with depression. Ketamine and SPs are also associated with decreased spectral power in the alpha, beta and delta bands in healthy controls and persons with depression. When administered with SPs, theta power was increased in persons with MDD when administered with SPs. Ketamine is associated with increased gamma band power in both healthy controls and persons with MDD.Limitations The studies included in our review were heterogeneous in their patient population, exposure, dosing of treatment and devices used to evaluate EEG and MEG signatures. Our results were extracted entirely from persons who were either healthy volunteers or persons with MDD or TRD.Conclusions Extant literature evaluating EEG and MEG spectral signatures indicate that ketamine and SPs have reproducible effects in keeping with disease models of network connectivity. Future research vistas should evaluate whether observed spectral signatures can guide further discovery of therapeutics within the psychedelic and dissociative classes of agents, and its prediction capability in persons treated for depression.
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Page, M. J., Moher, D., Bossuyt, P. M., Boutron, I., Hoffmann, T. C., Mulrow, C. D., Shamseer, L., Tetzlaff, J. M., Akl, E. A., Brennan, S. E., et al. (2021) · BMJ · doi:10.1136/bmj.n160 · Cited by 11,883 · see citing works
Ma, L.-L., Wang, Y.-Y., Yang, Z.-H., Huang, D., Weng, H., & Zeng, X.-T. (2020) · Military Medical Research · doi:10.1186/s40779-020-00238-8 · Cited by 1,648 · see citing works
Single-Dose Psilocybin for a Treatment-Resistant Episode of Major Depression
Goodwin, G. M., Aaronson, S. T., Alvarez, O., Arden, P. C., Baker, A., Bennett, J. C., Bird, C., Blom, R. E., Brennan, C., Brusch, D., et al. (2022) · New England Journal of Medicine · doi:10.1056/nejmoa2206443 · Cited by 1,167 · see citing works
EEG and MEG: Relevance to Neuroscience
Lopes da Silva, F. (2013) · Neuron · doi:10.1016/j.neuron.2013.10.017 · Cited by 900 · see citing works
Neural correlates of the LSD experience revealed by multimodal neuroimaging
Carhart-Harris, R. L., Muthukumaraswamy, S., Roseman, L., Kaelen, M., Droog, W., Murphy, K., Tagliazucchi, E., Schenberg, E. E., Nest, T., Orban, C., et al. (2016) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1518377113 · Cited by 859 · see citing works
McIntyre, R. S., Rosenblat, J. D., Nemeroff, C. B., Sanacora, G., Murrough, J. W., Berk, M., Brietzke, E., Dodd, S., Gorwood, P., Ho, R., et al. (2021) · American Journal of Psychiatry · doi:10.1176/appi.ajp.2020.20081251 · Cited by 731 · see citing works
Self-citationPsychedelics promote plasticity by directly binding to BDNF receptor TrkB
Moliner, R., Girych, M., Brunello, C. A., Kovaleva, V., Biojone, C., Enkavi, G., Antenucci, L., Kot, E. F., Goncharuk, S. A., Kaurinkoski, K., et al. (2023) · Nature Neuroscience · doi:10.1038/s41593-023-01316-5 · Cited by 478 · see citing works
Broadband Cortical Desynchronization Underlies the Human Psychedelic State
Muthukumaraswamy, S. D., Carhart-Harris, R. L., Moran, R., Brookes, M. J., Williams, T. M., Errtizoe, D., Sessa, B., Papadopoulos, A., Bolstridge, M., Singh, K. D., et al. (2013) · Journal of Neuroscience · doi:10.1523/jneurosci.2063-13.2013 · Cited by 465 · see citing works
Depression biomarkers using non-invasive EEG: A review
Neto, F. S. D. A., & Rosa, J. L. G. (2019) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2019.07.021 · Cited by 456 · see citing works
Study quality assessment tools
Graves, N., Wloch, C., Wilson, J. A., Barnett, A. G., Sutton, A. J., Cooper, N. J., Merollini, K. M. D., McCreanor, V., Cheng, Q., Burn, E., et al. (2016) · Cited by 440 · see citing works
Lysergic acid diethylamide: Sensitive neuronal units in the midbrain raphe
Aghajanian, G. K., Foote, W. E., & Sheard, M. H. (1968) · Science · doi:10.1126/science.161.3842.706 · Cited by 404 · see citing works
Thalamic circuitry and thalamocortical synchrony
Jones, E. G. (2002) · Philosophical Transactions of the Royal Society of London. Series B: Biological Sciences · doi:10.1098/rstb.2002.1168 · Cited by 340 · see citing works
Ketamine has distinct electrophysiological and behavioral effects in depressed and healthy subjects
Nugent, A. C., Ballard, E. D., Gould, T. D., Park, L. T., Moaddel, R., Brutsche, N. E., & Zarate, C. A. (2019) · Molecular Psychiatry · doi:10.1038/s41380-018-0028-2 · Cited by 250 · see citing works
Muthukumaraswamy, S. D., Shaw, A. D., Jackson, L. E., Hall, J., Moran, R., & Saxena, N. K. (2015) · Journal of Neuroscience · doi:10.1523/jneurosci.0903-15.2015 · Cited by 230 · see citing works
Witt, K., Potts, J., Hubers, A., Grunebaum, M. F., Murrough, J. W., Loo, C., Cipriani, A., & Hawton, K. (2020) · Australian & New Zealand Journal of Psychiatry · doi:10.1177/0004867419883341 · Cited by 202 · see citing works
Cornwell, B. R., Salvadore, G., Furey, M., Marquardt, C. A., Brutsché, N. E., Grillon, C., & Zarate, C. A. (2012) · Biological Psychiatry · doi:10.1016/j.biopsych.2012.03.029 · Cited by 200 · see citing works
Introduction to EEG- and Speech-Based Emotion Recognition
Abhang, P. A., Gawali, B. W., & Mehrotra, S. C. (2016) · Elsevier eBooks · doi:10.1016/c2015-0-01959-1 · Cited by 191 · see citing works
Niciu, M. J., Henter, I. D., Luckenbaugh, D. A., Zarate, C. A., & Charney, D. S. (2014) · The Annual Review of Pharmacology and Toxicology · doi:10.1146/annurev-pharmtox-011613-135950 · Cited by 161 · see citing works
Microdosing with psilocybin mushrooms: a double-blind placebo-controlled study
Cavanna, F., Muller, S. L., de la Fuente, L. A., Zamberlán, F., Palmucci, M., Janeckova, L., Kuchař, M., Pallavicini, C., & Tagliazucchi, E. (2022) · Translational Psychiatry · doi:10.1038/s41398-022-02039-0 · Cited by 148 · see citing works
Ketamine amplifies induced gamma frequency oscillations in the human cerebral cortex
Shaw, A. D., Saxena, N., E. Jackson, L., Hall, J. E., Singh, K. D., & Muthukumaraswamy, S. D. (2015) · European Neuropsychopharmacology · doi:10.1016/j.euroneuro.2015.04.012 · Cited by 122 · see citing works
A Brief Introduction to Magnetoencephalography (MEG) and Its Clinical Applications
Fred, A. L., Kumar, S. N., Haridhas, A. K., Ghosh, S., Bhuvana, H. P., Sim, W. K. J., Vijayaragavan, V., Givo, F. A. S., Jousmäki, V., Padmanabhan, P., et al. (2022) · Brain Sciences · doi:10.3390/brainsci12060788 · Cited by 83 · see citing works
Gilbert, J. R., & Zarate, C. A. (2020) · Pharmacology Biochemistry and Behavior · doi:10.1016/j.pbb.2020.172856 · Cited by 71 · see citing works
Simultaneous EEG/fMRI recorded during ketamine infusion in patients with major depressive disorder
McMillan, R. L., Sumner, R. L., Forsyth, A., Campbell, D. A., Malpas, G. A., Maxwell, E., Deng, C., Hay, J., Ponton, R., Sundram, F., et al. (2019) · Progress in Neuro-Psychopharmacology and Biological Psychiatry · doi:10.1016/j.pnpbp.2019.109838 · Cited by 63 · see citing works
Spectral signatures of serotonergic psychedelics and glutamatergic dissociatives
Pallavicini, C., Vilas, M. G., Villarreal, M. F., Zamberlán, F., Muthukumaraswamy, S. D., Nutt, D., Carhart-Harris, R. L., & Tagliazucchi, E. (2019) · NeuroImage · doi:10.1016/j.neuroimage.2019.06.053 · Cited by 55 · see citing works
Skosnik, P. D., Sloshower, J., Safi-Aghdam, H., Pathania, S., Syed, S., Pittman, B., & D’Souza, D. C. (2023) · Journal of Psychopharmacology · doi:10.1177/02698811231179800 · Cited by 51 · see citing works
Onofrj, M., Russo, M., Delli Pizzi, S., De Gregorio, D., Inserra, A., Gobbi, G., & Sensi, S. L. (2023) · Translational Psychiatry · doi:10.1038/s41398-023-02691-0 · Cited by 43 · see citing works
de la Salle, S., Phillips, J. L., Blier, P., & Knott, V. (2021) · Progress in Neuro-Psychopharmacology and Biological Psychiatry · doi:10.1016/j.pnpbp.2021.110507 · Cited by 36 · see citing works
Role of Psychedelics in Treatment-Resistant Depression
Kamal, S., Jha, M. K., & Radhakrishnan, R. (2023) · Psychiatric Clinics of North America · doi:10.1016/j.psc.2023.02.004 · Cited by 34 · see citing works
The Effect of Ketamine on Electrophysiological Connectivity in Major Depressive Disorder
Nugent, A. C., Ballard, E. D., Gilbert, J. R., Tewarie, P. K. B., Brookes, M. J., & Zarate, C. A. (2020) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2020.00519 · Cited by 30 · see citing works
Introduction to EEG- and speech-based emotion recognition
Abhang, P. A., Gawali, B. W., & Mehrotra, S. C. (2016) · International Linear Collider · Cited by 30 · see citing works
Magnetoencephalographic correlates of suicidal ideation in major depression
Gilbert, J. R., Ballard, E. D., Galiano, C. S., Nugent, A. C., & Zarate, C. A. (2020) · Biological Psychiatry: Cognitive Neuroscience and Neuroimaging · doi:10.1016/j.bpsc.2019.11.011 · Cited by 28 · see citing works
Anijärv, T. E., Can, A., Gallay, C. C., Forsyth, G., Dutton, M., Mitchell, J., Hermens, D. F., & Lagopoulos, J. (2023) · The International Journal of Neuropsychopharmacology · doi:10.1093/ijnp/pyad006 · Cited by 21 · see citing works
Gilbert, J. R., Gerner, J. L., Burton, C. R., Nugent, A. C., Zarate, C. A., & Ballard, E. D. (2022) · Journal of Affective Disorders · doi:10.1016/j.jad.2022.06.025 · Cited by 18 · see citing works
Flagged first, then by citations
1 of the 34 references couldn’t be matched to a known paper.
Cited by
Sorted by citations
Au, H. C. T., Zheng, Y. J., Le, G. H., Wong, S., Phan, L., Teopiz, K. M., Kwan, A. T. H., Rhee, T. G., Rosenblat, J. D., Ho, R., et al. (2024) · Journal of Affective Disorders · doi:10.1016/j.jad.2024.11.019 · Cited by 23 · see citing works
Self-citationLe, G.-H., Wong, S., Lu, A., Vasudeva, S., Gill, H., Badulescu, S., Portelles, D. R., Zheng, Y., Teopiz, K., Meshkat, S., et al. (2024) · Journal of Affective Disorders · doi:10.1016/j.jad.2024.09.081 · Cited by 17 · see citing works
Self-citationKwan, A. T. H., Lakhani, M., Teopiz, K. M., Wong, S., Le, G. H., Ho, R., Rhee, T. G., Cao, B., Rosenblat, J. D., Mansur, R. B., et al. (2025) · Journal of Affective Disorders · doi:10.1016/j.jad.2025.01.054 · Cited by 14 · see citing works
Self-citationPsilocybin-Assisted Psychotherapy for Treatment-Resistant Depression in Bipolar II Disorder
Meshkat, S., Kaczmarek, E. S., Doyle, Z., Brudner, R. M., Gomes, F. A., Blainey, M. G., Weiglein, G., McIntyre, R. S., Mansur, R. B., & Rosenblat, J. D. (2024) · Psychedelic Medicine · doi:10.1089/psymed.2024.0032 · Cited by 11 · see citing works
Self-citationScala, M., Fabbri, C., Fusar-Poli, P., Di Lorenzo, G., Ferrara, M., Amerio, A., Fusar-Poli, L., Pichiecchio, A., Asteggiano, C., Menchetti, M., et al. (2024) · CNS Spectrums · doi:10.1017/s1092852924002268 · Cited by 9 · see citing works
“27,28 Preliminary literature provides converging evidence about the potential therapeutic efficacy of psilocybin after one or two admin-istrations, particularly in mood disorders.”
Nikolič, M., Mediano, P. A. M., Froese, T., Reydellet, D., & Páleníček, T. (2024) · medRxiv · doi:10.1101/2024.09.09.24313316 · Cited by 10 · see citing works
Le, G. H., Wong, S., Johnson, D. E., Lu, A., Orsini, D. K., Chisamore, N., Luch, S. D. D., Rosenblat, J. D., & McIntyre, R. S. (2025) · Journal of Affective Disorders · doi:10.1016/j.jad.2025.121081 · Cited by 6 · see citing works
Self-citationZhang, X., Huang, M., Wangyang, X., Leiming, D., Yu, Y., & Zeng, J. (2025) · Journal of Affective Disorders · doi:10.1016/j.jad.2025.120133 · Cited by 4 · see citing works
LSD reconfigures the frequency-specific network landscape of the human brainPreprint
Shinozuka, K., Rosso, M., Coleman, C. R., Roseman, L., Kaelen, M., Muthukumaraswamy, S. D., Nutt, D., Carhart-Harris, R. L., Vuust, P., Kringelbach, M. L., et al. (2025) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2025.03.21.644645 · Cited by 4 · see citing works
A critical review of brain entropy as a biomarker of the psychedelic state
Moses, B., Doss, M. K., & Tagliazucchi, E. (2026) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2026.106720 · Cited by 3 · see citing works
Bhatt, K. V., Compton, J. N., Ellerman-Tayag, E., Mishra, J., Perivoliotis, D., Pittman, J. O. E., Ramanathan, D., & Bismark, A. W. (2025) · Psychedelic Medicine · doi:10.1089/psymed.2024.0040 · Cited by 2 · see citing works
Kaczmarek, E. S., Rodrigues, N. B., Chisamore, N., Doyle, Z., Meshkat, S., Blainey, M. G., Brudner, R. M., Ali, S., Teopiz, K. M., McIntyre, R. S., et al. (2026) · Journal of Affective Disorders · doi:10.1016/j.jad.2026.121385 · Cited by 3 · see citing works
Self-citationHeroiu, I., Le, G. H., Sioufi, M., Dri, C. E., Zheng, Y. J., Wong, S., & McIntyre, R. S. (2026) · Clinical Neuropharmacology · doi:10.1097/wnf.0000000000000692 · Cited by 2 · see citing works
Self-citationKoning, E., Chaves, C., Kirkpatrick, R. H., & Brietzke, E. M. (2024) · Journal of Eating Disorders · doi:10.1186/s40337-024-01185-8 · Cited by 2 · see citing works
LSD reconfigures cortical dynamics through faster brain rhythms and increased fractal dimension
Subramani, V., Nest, T., Pascarella, A., Brunel, J., Mantilla-Ramos, Y.-J., Harel, Y., Muthukumaraswamy, S. D., Carhart-Harris, R. L., Lioi, G., Farrugia, N., et al. (2026) · Communications Biology · doi:10.1038/s42003-026-10629-7 · Cited by 2 · see citing works
Ma, L., Katyare, N., Johnston, K., & Everling, S. (2024) · Journal of Neuroscience · doi:10.1523/jneurosci.1018-23.2024 · Cited by 1 · see citing works
Kargbo, R. B. (2024) · ACS Medicinal Chemistry Letters · doi:10.1021/acsmedchemlett.4c00586 · Cited by 1 · see citing works
Kadak, K., Momi, D., Wang, Z., Bastiaens, S. P., Oveisi, M. P., Morshedzadeh, T., Ismail, M., Fousek, J., & Griffiths, J. D. (2025) · eLife · doi:10.7554/elife.108563.1 · Cited by 1 · see citing works
Kargbo, R. B. (2024) · ACS Medicinal Chemistry Letters · doi:10.1021/acsmedchemlett.4c00414
Kadak, K., Momi, D., Wang, Z., Bastiaens, S. P., Oveisi, M. P., Morshedzadeh, T., Ismail, M., Fousek, J., & Griffiths, J. D. (2025) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2025.06.17.660153
Patients and Healthy Volunteers Are Not the Same: The Distinct Responses to Ketamine
Himmelseher, S., & Kochs, E. F. (2025) · Neuromethods · doi:10.1007/978-1-0716-4603-8_15
Himmelseher, S., Vogelmann, U., & Priller, J. (2025) · Neuromethods · doi:10.1007/978-1-0716-4603-8_11
Kadak, K., Momi, D., Wang, Z., Bastiaens, S. P., Oveisi, M. P., Morshedzadeh, T., Ismail, M., Fousek, J., & Griffiths, J. D. (2025) · eLife · doi:10.7554/elife.108563
Rabinovitch, B. S., Silverman, N., Ji, D., Shizgal, D., Lewis, E. C., & Carlen, P. L. (2026) · Brain Research · doi:10.1016/j.brainres.2025.150142
Zhang, W., Xiong, B., Shen, D., & Wang, W. (2026) · BMC Psychiatry · doi:10.1186/s12888-025-07681-8
Chemoarchitectural influences on the cortical connectome confer resilience in agingPreprint
Flores-Alonso, S. I., Solomon, J. P., Dobri, S. G. J., McIntosh, A. R., & Wiesman, A. I. (2026) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.64898/2026.04.23.719924
Chauhan, V., & Khan, F. (2026) · Brain Sciences · doi:10.3390/brainsci16080845
Collyer, C., Le, G. H., Hassan, M., Wong, S., & McIntyre, R. S. (2026) · Progress in Neuro-Psychopharmacology and Biological Psychiatry · doi:10.1016/j.pnpbp.2026.111966
Self-citationLe, G. H., Wong, S., Selby, S., & McIntyre, R. S. (2026) · Asian Journal of Psychiatry · doi:10.1016/j.ajp.2026.105178
Self-citation
- Authors
- Le, G. H., Wong, S., Badulescu, S., Au, H., Di Vincenzo, J. D., Gill, H., Phan, L., Rhee, T. G., Ho, R., Teopiz, K. M., Kwan, A. T. H., Rosenblat, J. D., Mansur, R. B., & McIntyre, R. S.
- Affiliations
- University Health Network (CA)
- Brain and Cognition Discovery Foundation (CA)
- Yale University (US)
- National University of Singapore (SG)
- University of Ottawa (CA)
- Corresponding author
- McIntyre, Roger S.
- ORCID
- Venue
- Journal of Affective Disorders
- Publisher
- Elsevier BV
- Published
- 2024-06
- Volume
- 355
- Pages
- 342-354
- ISSN
- 0165-0327 (ISSN-L)
- OpenAlex
- W4393364883
- Cited by
- 30
- References
- 34
- Citations by year
- 2026: 10 · 2025: 11 · 2024: 9
- FWCI
- 2.67
- Type
- journal article
- Language
- en
- Open access
- closed
- Licence
- Locations
- Journal of Affective Disorders (publishedVersion)
- PubMed (publishedVersion)
- Rare & Special e-Zone (The Hong Kong University of Science and Technology) (submittedVersion)
- Funders
- Canadian Institutes of Health Research
- National Institute on Aging (R21AG078972, R21AG070666)
- National Institute of Mental Health (R01MH131528)
- National Institute on Drug Abuse (R21DA057540)
- Topics
- Social Sciences › Psychology › Clinical Psychology › Psychedelics and Drug Studies
- Health Sciences › Medicine › Pharmacology › Treatment of Major Depression
- Life Sciences › Neuroscience › Neurology › Transcranial Magnetic Stimulation Studies
- Keywords
- psilocybin, lysergic acid diethylamide, ketamine, serotonergic psychedelics, major depressive disorder, treatment-resistant depression, theta power, gamma power, brain network connectivity, treatment response biomarkers
- MeSH terms
- Depression, Depressive Disorder, Major, Major Depressive Disorder, Electroencephalography, Hallucinogens, Humans, Ketamine, Lysergic Acid Diethylamide, Psilocybin, Depressive Disorder, Treatment-Resistant, Healthy Volunteers
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