Psilocybin

Functional connectivity measures after psilocybin inform a novel hypothesis of early psychosis

This fMRI study (n=15) found increased functional connectivity (FC) between the default-mode network (DMN) and the task-positive network (TPN) under psilocybin, and suggests that psilocybin may be useful as a brain model for early psychosis.

Authors

  • Carhart-Harris, R. L.
  • Erritzoe, D.
  • Evans, J.

Published

Schizophrenia Bulletin
individual Study

Abstract

Psilocybin is a classic psychedelic and a candidate drug model of psychosis. This study measured the effects of psilocybin on resting-state network and thalamocortical functional connectivity (FC) using functional magnetic resonance imaging (fMRI). Fifteen healthy volunteers received intravenous infusions of psilocybin and placebo in 2 task-free resting-state scans. Primary analyses focused on changes in FC between the default-mode- (DMN) and task-positive network (TPN). Spontaneous activity in the DMN is orthogonal to spontaneous activity in the TPN, and it is well known that these networks support very different functions (ie, the DMN supports introspection, whereas the TPN supports externally focused attention). Here, independent components and seed-based FC analyses revealed increased DMN-TPN FC and so decreased DMN-TPN orthogonality after psilocybin. Increased DMN-TPN FC has been found in psychosis and meditatory states, which share some phenomenological similarities with the psychedelic state. Increased DMN-TPN FC has also been observed in sedation, as has decreased thalamocortical FC, but here we found preserved thalamocortical FC after psilocybin. Thus, we propose that thalamocortical FC may be related to arousal, whereas DMN-TPN FC is related to the separateness of internally and externally focused states. We suggest that this orthogonality is compromised in early psychosis, explaining similarities between its phenomenology and that of the psychedelic state and supporting the utility of psilocybin as a model of early psychosis.

Unlocked with Blossom Pro

Research Summary of 'Functional connectivity measures after psilocybin inform a novel hypothesis of early psychosis'

Introduction

Psilocybin is a classic tryptamine psychedelic and the prodrug of psilocin; it produces a range of subjective effects from mild perceptual changes to profound existential experiences. Functional MRI studies of spontaneous, task-free activity have established large-scale resting-state networks (RSNs) such as the default-mode network (DMN) and task-positive networks (TPNs). Previous work shows that DMN activity is associated with internally oriented cognition and that the DMN and TPNs are typically anti-correlated or orthogonal, a relationship thought to support the separation of introspective and externally focused mental states. Alterations in DMN-TPN coupling have been reported in clinical and pharmacological contexts, including increased DMN-TPN coupling in psychosis and with sedative anaesthesia, while thalamocortical coupling has been linked to arousal. Carhart-Harris and colleagues set out to test how psilocybin affects resting-state functional connectivity, focusing on two hypotheses: that psilocybin would increase coupling between the DMN and TPNs (reducing their normal orthogonality), and that thalamocortical connectivity would be preserved under psilocybin, distinguishing the psychedelic state from sedative states. By comparing psilocybin to placebo in healthy volunteers using complementary independent component analysis (ICA) and seed-based approaches, the study aimed to characterise between-network and thalamocortical connectivity changes and relate them to subjective effects.

Methods

Fifteen healthy volunteers (13 males, 2 females; mean age 32, SD 8.9) who had used psilocybin previously but not within 6 weeks were enrolled. Inclusion criteria required participants to be at least 21 years old with no personal or first-degree family history of major psychiatric disorder, no substance dependence, cardiovascular disease, or prior significant adverse reaction to a hallucinogen. Each subject underwent two eyes-closed resting-state BOLD fMRI scans on separate occasions at least 7 days apart: one following an intravenous saline placebo (10 ml over 60 s) and one following psilocybin (2 mg in 10 ml saline, infused over 60 s). The 12-minute scans began injections 6 minutes into acquisition; the subjective effects were rated postscan using visual analogue scales. Imaging used a 3T GE HDx system. Anatomical T1 scans preceded functional runs. BOLD echo-planar imaging parameters were TR/TE = 3000/35 ms with 53 oblique axial slices at 3 × 3 × 3 mm voxel size. For ICA, FSL MELODIC derived 20 group components from concatenated pre-injection data (first 6 minutes, 100 volumes per scan). After excluding components judged to be noise (white matter, ventricles, extracerebral), 11 functionally meaningful RSNs were retained, including an anterior DMN (aDMN) and posterior DMN (pDMN), dorsal attention network (DAN), salience network (SAL), auditory (AUD), and frontoparietal networks. Between-network FC was assessed both with ICA-derived components and with a seed-based approach. For ICA-based analyses the aDMN time series (post-injection, last 100 volumes) served as the dependent variable in linear regression models run in SPSS; each other RSN was entered as an independent variable together with nine noise components to remove non-neuronal variance. Unstandardised regression coefficients were compared across conditions using paired two-tailed t tests and Pearson correlations with selected subjective items; Bonferroni correction was applied for multiple comparisons. In the seed-based analysis a ventromedial PFC (vmPFC) seed defined DMN (vmPFC-positive) and TPN (vmPFC-negative) spatial masks; global grey matter signal regression was not performed. Time series for DMN and TPN (pre- and post-injection, excluding 40 volumes around injection) were entered into linear regressions with white matter, CSF and motion regressors, and regression coefficients were compared across conditions. Thalamic connectivity was tested using a bilateral thalamic anatomical mask transformed to each subject's functional space. Thalamic time series served as the dependent variable in regressions with DMN and TPN time series as independent variables; white matter, CSF and motion were included as nuisance regressors. The study also examined movement differences between conditions by calculating mean movement per volume and tested whether movement differences correlated with observed FC changes. Correlational analyses tested relationships between altered DMN–RSN coupling and five questionnaire items chosen for relevance to ego-boundary disturbance and drug intensity.

Results

ICA identified 11 meaningful RSNs including an anterior and posterior DMN. Comparing post-injection connectivity under psilocybin versus placebo, significant increases in FC between the aDMN and four networks were observed: salience network (P = .0002), right frontoparietal network (P = .0003), auditory network (P = .0006), and dorsal attention network (P = .0009). A decrease in coupling between anterior and posterior DMN (P = .02) was suggested but did not survive Bonferroni correction (corrected α = 0.005). Seed-based vmPFC analyses produced DMN and TPN masks and confirmed increased DMN–TPN functional connectivity after psilocybin: psilocybin versus placebo post-scan comparison yielded P = .001, and post- versus pre-psilocybin comparison yielded P = .009. These complementary analyses therefore converged on increased coupling between DMN and task-positive networks under psilocybin. Correlational analyses between altered DMN–RSN FC and subjective ratings produced some suggestive relationships but none that survived correction for multiple comparisons. For example, the item "my thinking was muddled" showed a relationship with increased DMN–right frontoparietal FC at P = .02, but the corrected significance threshold was P = .002; ratings of overall drug intensity showed a non-significant suggestion of association with increased DMN–TPN FC (P = .16). Thalamic connectivity analyses did not show the reductions reported in sedation studies. Thalamic–DMN FC showed a non-significant increase after psilocybin, while thalamic–TPN FC showed a significant increase; no correlations were found between increased thalamocortical FC and subjective ratings of drug intensity. Movement analyses revealed greater mean movement per volume under psilocybin (mean 0.1 mm, SD 0.05) than placebo (mean 0.06 mm, SD 0.015), P < .01. However, correlational tests found no relationship between between-condition movement differences and the observed increases in between-network coupling (aDMN–DAN, aDMN–rFPN, aDMN–SAL, aDMN–AUD), arguing against movement as the primary driver of the FC findings.

Discussion

Independent component and seed-based analyses converged on a principal finding: psilocybin increased coupling between the DMN and several task-positive networks, indicating reduced orthogonality between internally and externally oriented systems. The affected networks included canonical TPNs (dorsal attention, salience, right frontoparietal) and an auditory network. Because DMN and TPN activity is normally segregated, the authors interpret increased DMN–TPN FC as a loss of distinctiveness between introspective and externally focused modes of cognition in the psychedelic state. Comparing these results with prior pharmacological work, the investigators note that increased DMN–TPN coupling has also been observed with propofol sedation, but the psychedelic state differs phenomenologically: participants did not report reduced consciousness under psilocybin. To reconcile this, they highlight thalamocortical findings: whereas propofol is associated with marked thalamocortical decoupling and reduced arousal, psilocybin produced preserved or even increased thalamocortical connectivity. From this pattern the authors propose that increased DMN–TPN coupling in the presence of preserved thalamocortical connectivity reflects a change in the mode of consciousness rather than a decline in arousal or awareness. The discussion links the neuroimaging results to clinical and experiential phenomena. Increased DMN–TPN coupling has been reported in schizophrenia and in people at high risk for psychosis; the authors suggest that reduced network orthogonality may help explain disturbances of ego boundaries and the blurring of internal and external distinction seen in early psychosis. They also note parallels with nondual meditation and spiritual-type experiences, where altered DMN function and reports of "ego dissolution" are common. The authors frame the psychedelic and early psychotic states as conditions of relative neural disorganisation accompanied by heightened plasticity, and they advance the idea that psychedelics can serve as models of the prodrome to psychosis and as tools for studying constructs such as the sense of self. The investigators address potential confounds: although movement was greater under psilocybin, movement regressors were included and no correlation was found between movement differences and FC changes. They acknowledge that correlations between FC changes and subjective measures were suggestive but did not survive correction. Finally, they emphasise that this is the first assessment of between-network FC after a psychedelic and that the pattern of increased DMN–TPN coupling together with preserved thalamocortical connectivity may distinguish the psychedelic state from sedation and bear relevance to early psychosis and mystical-type experiences.

View full paper sections

CONCLUSION

ICA revealed 11 RSNs, including a canonical DMN. Increased FC was evident between this DMN and 4 RSNs. These 4 RSNs include well-characterized TPNs, ie, the dorsal attention, salience and right frontoparietal

Study Details

References (4)

Papers cited by this study that are also in Blossom

Cited By (86)

Papers in Blossom that reference this study

Acute Effects of Hallucinogens on Functional Connectivity: Psilocybin and Salvinorin-A

Bagdasarian, F. A., Chen, J., Hansen, H. D. et al. · ACS Chemical Neuroscience (2024)

Effective-connectivity of thalamocortical interactions following d-amphetamine, LSD, and MDMA administration

Avram, M., Borgwardt, S., Holze, F. et al. · Biological Psychiatry (2024)

13 cited
The unique neural signature of your trip: Functional connectome fingerprints of subjective psilocybin experience

Amico, E., Farah, J. C., Mallaroni, P. et al. · Network Neuroscience (2024)

LSD-induced changes in the functional connectivity of distinct thalamic nuclei

Carhart-Harris, R. L., Chiacchiaretta, P., Ferretti, A. et al. · NeuroImage (2023)

The ego in psychedelic drug action - ego defenses, ego boundaries, and the therapeutic role of regression

Buchborn, T., Kartner, L., Kettner, H. et al. · Frontiers in Neuroscience (2023)

Dynamic Functional Hyperconnectivity after Psilocybin Intake is Primarily Associated with Oceanic Boundlessness

Demertzi, A., Fort, L. D., Mallaroni, P. et al. · Biological Psychiatry (2023)

20 cited
Psychedelic therapy in the treatment of addiction: the past, present and future

Agnorelli, C., Barba, T., Erritzoe, D. et al. · Frontiers in Psychiatry (2023)

Show all 86 papers
Default Mode Network Modulation by Psychedelics: A Systematic Review

Castle, D., Downey, L., Galvão-Coelho, N. L. et al. · Neuropsychopharmacology (2022)

Neural Mechanisms and Psychology of Psychedelic Ego Dissolution

Egan, G. F., Friston, K. J., Razi, A. et al. · Pharmacological Reviews (2022)

Psychedelic Resting-state Neuroimaging: A Review and Perspective on Balancing Replication and Novel Analyses

Barrett, F. S., Carhart-Harris, R. L., Deco, G. et al. · Neuroscience and Biobehavioral Reviews (2022)

Classic Psychedelic Drugs: Update on Biological Mechanisms

Smallridge, J. W., Vollenweider, F. X. · Pharmacopsychiatry (2022)

Effective Connectivity of LSD-induced Ego Dissolution

Egan, G. F., Preller, K. H., Razi, A. et al. · MedRvix (2021)

4 cited
Beating Pain with Psychedelics: Matter over Mind?

Borsook, D., Elman, I., Pustilink, A. · Neuroscience and Biobehavioral Reviews (2021)

Bridging the Gap? Altered Thalamocortical Connectivity in Psychotic and Psychedelic States

Andreou, C., Avram, M., Borgwardt, S. et al. · Frontiers in Psychiatry (2021)

Psilocybin-induced changes in brain network integrity and segregation correlate with plasma psilocin level and psychedelic experience

Armand, S., Arvidsson, A., Fisher, P. M. et al. · European Neuropsychopharmacology (2021)

LSD, madness and healing: Mystical experiences as possible link between psychosis model and therapy model

Falchi, M., Feilding, A., Palhano-Fontes, F. et al. · Psychological Medicine (2021)

Spontaneous and deliberate creative cognition during and after psilocybin exposure

Da Rios, B., Feilding, A., Kuypers, K. P. C. et al. · Translational Psychiatry (2021)

86 cited
Increased sensitivity to strong perturbations in a whole-brain model of LSD

Atasoy, S., Carhart-Harris, R. L., Deco, G. et al. · NeuroImage (2021)

The History of Psychedelics in Psychiatry

Nichols, D. E., Walter, H. · Pharmacopsychiatry (2020)

Pivotal Mental States

Brouwer, A., Carhart-Harris, R. L. · Journal of Psychopharmacology (2020)

The Acute Effects of the Atypical Dissociative Hallucinogen Salvinorin A on Functional Connectivity in the Human Brain

Barrett, F. S., Clifton, J. M., Doss, M. K. et al. · Scientific Reports (2020)

Hallucinations Under Psychedelics and in the Schizophrenia Spectrum: An Interdisciplinary and Multiscale Comparison

Carhart-Harris, R. L., Corlett, P. R., Dupuis, D. et al. · Schizophrenia Bulletin (2020)

Classic Psychedelics as a Psychotherapeutic Aid in the Treatment of Stimulant Use Disorder: a Case Report

Black, Q. C., Johnson, S. · International Journal of Mental Health and Addiction (2020)

1 cited
Psychedelic drugs: neurobiology and potential for treatment of psychiatric disorders

Preller, K. H., Vollenweider, F. X. · Nature Reviews Neuroscience (2020)

Psilocybin induces time-dependent changes in global functional connectivity: Psi-induced changes in brain connectivity

Adkinson, B., Anticevic, A., Burt, J. B. et al. · Biological Psychiatry (2020)

Me, myself, bye: regional alterations in glutamate and the experience of ego dissolution with psilocybin

Hutten, N. P. W., Jansen, J. F. A., Kuypers, K. P. C. et al. · Neuropsychopharmacology (2020)

Subacute Effects of the Psychedelic Ayahuasca on the Salience and Default Mode Networks

Araújo, D. B., Palhano-Fontes, F., Pasquini, L. · Journal of Psychopharmacology (2020)

Neuropharmacological modulation of the aberrant bodily self through psychedelics

Ho, J. T., Lenggenhager, B., Preller, K. H. · Neuroscience and Biobehavioral Reviews (2020)

Spectral signatures of serotonergic psychedelics and glutamatergic dissociatives

Carhart-Harris, R. L., Muthukumaraswamy, S., Nutt, D. J. et al. · NeuroImage (2019)

51 cited
REBUS and the Anarchic Brain: Toward a Unified Model of the Brain Action of Psychedelics

Carhart-Harris, R. L., Friston, K. J. · Pharmacological Reviews (2019)

States and traits related to the quality and consequences of psychedelic experiences

Carhart-Harris, R. L., Elliott, M. S., Maruyama, G. et al. · Psychology of Consciousness Theory Research and Practice (2019)

LSD modulates effective connectivity and neural adaptation mechanisms in an auditory oddball paradigm

Carhart-Harris, R. L., Kaelen, M., Leech, R. et al. · Neuropharmacology (2018)

Psychedelics, meditation, and self-consciousness

Berkovich-Ohana, A., Carhart-Harris, R. L., Milliere, R. et al. · Frontiers in Psychology (2018)

Unifying theories of psychedelic drug effects

Swanson, L. R. · Frontiers in Pharmacology (2018)

Altered network hub connectivity after acute LSD administration

Borgwardt, S., Dolder, P. C., Liechti, M. E. et al. · NeuroImage (2018)

142 cited
Connectome-harmonic decomposition of human brain activity reveals dynamical repertoire re-organization under LSD

Atasoy, S., Carhart-Harris, R. L., Deco, G. et al. · Scientific Reports (2017)

Psilocybin for treatment-resistant depression: fMRI-measured brain mechanisms

Bolstridge, M., Carhart-Harris, R. L., Curran, H. V. et al. · Scientific Reports (2017)

Acute LSD effects on response inhibition neural networks

Dolder, P. C., Lenz, C., Müller, F. et al. · Psychological Medicine (2017)

Increased thalamic resting state connectivity as a core driver of LSD-induced hallucinations

Borgwardt, S., Dolder, P. C., Lang, U. E. et al. · Acta Psychiatrica Scandinavica (2017)

Serotonin and brain function: a tale of two receptors

Carhart-Harris, R. L., Nutt, D. J. · Journal of Psychopharmacology (2017)

Modern clinical research on LSD

Liechti, M. E. · Neuropsychopharmacology (2017)

Psychedelics, personality and political perspectives

Carhart-Harris, R. L., Evans, J., Nour, M. R. · Journal of Psychoactive Drugs (2017)

164 cited
Phenomenology, Structure, and Dynamic of Psychedelic States

Preller, K. H., Vollenweider, F. X. · Behavioral Neurobiology of Psychedelic Drugs (2016)

Classical hallucinogens and neuroimaging: A systematic review of human studies: hallucinogens and neuroimaging

Crippa, J. A., Dos Santos, R. G., Hallak, J. E. et al. · Neuroscience and Biobehavioral Reviews (2016)

Development of a Psychotherapeutic Model for Psilocybin-Assisted Treatment of Alcoholism

Bogenschutz, M. P., Forcehimes, A. A. · Journal of Humanistic Psychology (2016)

Receptor interaction profiles of novel psychoactive tryptamines compared with classic hallucinogens

Hoener, M. C., Liechti, M. E., Moning, O. D. et al. · European Neuropsychopharmacology (2016)

Treating Addiction: Perspectives from EEG and Imaging Studies on Psychedelics

de Araujo, D. B., Tófoli, L.F. · International Review of Neurobiology (2016)

Ayahuasca enhances creative divergent thinking while decreasing conventional convergent thinking

Barker, S., de la Fuente Revenga, M., Kuypers, K. P. C. et al. · Psychopharmacology (2016)

Ego-dissolution and psychedelics: validation of the ego-dissolution inventory (EDI)

Carhart-Harris, R. L., Evans, J., Nour, M. R. et al. · Frontiers in Human Neuroscience (2016)

LSD-induced entropic brain activity predicts subsequent personality change

Carhart-Harris, R. L., Feilding, A., Kaelen, M. et al. · Human Brain Mapping (2016)

292 cited
Increased global functional connectivity correlates with LSD-induced ego dissolution

Bolstridge, M., Bullmore, E., Carhart-Harris, R. L. et al. · Current Biology (2016)

Psychedelics

Nichols, D. E. · Pharmacological Reviews (2016)

Antidepressive and anxiolytic effects of ayahuasca: a systematic literature review of animal and human studies

Crippa, J. A., Dos Santos, R. G., Hallak, J. E. et al. · brazilian Journal of Psychiatry (2016)

New World Tryptamine Hallucinogens and the Neuroscience of Ayahuasca

McKenna, D., Riba, J. · Current Topics in Behavioral Neurosciences (2016)

Serotonergic Hallucinogen-Induced Visual Perceptual Alterations

Kometer, M., Vollenweider, F. X. · Behavioral Neurobiology of Psychedelic Drugs (2016)

Finding the self by losing the self: Neural correlates of ego-dissolution under psilocybin

Carhart-Harris, R. L., Feilding, A., Lebedev, A. V. et al. · Human Brain Mapping (2015)

Serotonergic psychedelics temporarily modify information transfer in humans

Alonso, J. N., Mañanas, M. A., Riba, J. et al. · International Journal of Neuropsychopharmacology (2015)

Psilocybin-assisted treatment for alcohol dependence: a proof-of-concept study

Barbosa, P., Bogenschutz, M. P., Forcehimes, A. A. et al. · Journal of Psychopharmacology (2015)

Drug models of schizophrenia

Carhart-Harris, R. L., Steeds, H., Stone, J. M. · Therapeutic Advances in Psychopharmacology (2014)

The effects of psilocybin and MDMA on between-network resting state functional connectivity in healthy volunteers

Carhart-Harris, R. L., Feilding, A., Leech, R. et al. · Frontiers in Human Neuroscience (2014)

229 cited
Classical hallucinogens as antidepressants? A review of pharmacodynamics and putative clinical roles

Barnes, G., Baumeister, D., Giaroli, G. et al. · Therapeutic Advances in Psychopharmacology (2014)

The entropic brain: a theory of conscious states informed by neuroimaging research with psychedelic drugs

Carhart-Harris, R. L., Chialvo, D. R., Feilding, A. et al. · Frontiers in Human Neuroscience (2014)

Broadband Cortical Desynchronization Underlies the Human Psychedelic State

Bolstridge, M., Brookes, M. J., Carhart-Harris, R. L. et al. · Journal of Neuroscience (2013)

427 cited
Effects of Schedule I drug laws on neuroscience research and treatment innovation

King, C., Nichols, D. E. · Nature Reviews Neuroscience (2013)

Your Library