Neuroimaging & Brain MeasuresDMTPlacebo

N,N-dimethyltryptamine effects on connectome harmonics, subjective experience and comparative psychedelic experiences

This neuroscience secondary (n=25) of two earlier studies used connectome harmonic decomposition to analyse how DMT affects brain function across the structural connectome (white matter pathways), finding that DMT reshapes the connectome harmonic repertoire and increases repertoire entropy similarly to other psychedelics (psilocybin, LSD, ketamine), and importantly demonstrating for the first time that energy spectrum differences and repertoire entropy measures correlate with subjective experience intensity in a time-resolved manner, revealing close coupling between connectome harmonics and conscious experience under psychedelics.

Authors

  • Robin Carhart-Harris
  • Christopher Timmermann
  • Morten Kringelbach

Published

Neuropsychopharmacology
individual Study

Abstract

Exploring the intricate relationship between brain’s structure and function, and how this affects subjective experience is a fundamental pursuit in neuroscience. Psychedelic substances offer a unique insight into the influences of specific neurotransmitter systems on perception, cognition and consciousness. Specifically, their impact on brain function propagates across the structural connectome - a network of white matter pathways linking different regions. To comprehensively grasp the effects of psychedelic compounds on brain function, we used a theoretically rigorous framework known as connectome harmonic decomposition. This framework provides a robust method to characterize how brain function intricately depends on the organized network structure of the human connectome. We show that the connectome harmonic repertoire under N,N-dimethyltryptamine (DMT) is reshaped in line with other reported psychedelic compounds - psilocybin, lysergic acid diethylamide (LSD) and ketamine. Furthermore, we show that the repertoire entropy of connectome harmonics increases under DMT, as with those other psychedelics. Importantly, we demonstrate for the first time that measures of energy spectrum difference and repertoire entropy of connectome harmonics index the intensity of subjective experience of the participants in a time-resolved manner reflecting close coupling between connectome harmonics and subjective experience.

Available with Blossom Pro

Research Summary of 'N,N-dimethyltryptamine effects on connectome harmonics, subjective experience and comparative psychedelic experiences'

Introduction

Understanding how subjective experience emerges from the interplay between brain structure and function is a central aim of contemporary neuroscience. Psychedelic compounds provide a tractable means to probe this relationship because their action on neurotransmitter systems produces widespread changes in brain activity that propagate across the structural connectome, the brain's network of white-matter pathways. The authors adopt connectome harmonic decomposition (CHD), a mathematical framework that represents cortical activity as contributions from intrinsic spatial modes of the structural connectome (connectome harmonics), analogous to how the Fourier transform decomposes signals into temporal frequencies. Low-frequency connectome harmonics capture coarse-grained, global patterns of activity tied closely to large-scale structural topology, whereas high-frequency harmonics index finer-grained, more localised deviations from that topology. Vohryzek and colleagues set out to characterise how intravenous N,N-dimethyltryptamine (DMT), a potent serotonergic psychedelic with a rapid onset and short duration, alters the brain's connectome harmonic landscape. Based on prior CHD studies of LSD, psilocybin and ketamine, they hypothesised that DMT would reduce the contribution of low-frequency harmonics and increase high-frequency contributions, and that it would broaden the repertoire of harmonics (increase repertoire entropy). The brief and predictable time-course of intravenous DMT also enabled the investigators to test whether CHD-derived measures (energy spectrum difference and repertoire entropy) track subjective intensity ratings in a time-resolved, within-session manner, rather than only in time-averaged recordings.

Expert Research Summaries

Go Pro to access AI-powered section-by-section summaries, editorial takes, and the full research toolkit.

Full Text PDF

Full Paper PDF

Pro members can view the original manuscript directly in the browser.

Study Details

References (16)

Papers cited by this study that are also in Blossom

How do psychedelics work?

Carhart-Harris, R. L. · Current Opinion in Psychiatry (2019)

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)

Exploring mechanisms of psychedelic action using neuroimaging

Erritzoe, D., Timmermann, C., Godfrey, K. et al. · Nature Mental Health (2024)

28 cited
Distributed harmonic patterns of structure-function dependence orchestrate human consciousness

Luppi, A. I., Vohryzek, J., Kringelbach, M. L. et al. · Communications Biology (2023)

32 cited
LSD alters dynamic integration and segregation in the human brain

Luppi, A. I., Carhart-Harris, R. L., Roseman, L. et al. · NeuroImage (2021)

141 cited
Neural correlates of the DMT experience assessed with multivariate EEG

Timmermann, C., Roseman, L., Schartner, M. et al. · Scientific Reports (2019)

Human brain effects of DMT assessed via EEG-fMRI

Timmermann, C., Roseman, L., Haridas, S. et al. · PNAS (2023)

158 cited
Neural correlates of the psychedelic state as determined by fMRI studies with psilocybin

Carhart-Harris, R. L., Erritzoe, D., Williams, T. et al. · PNAS (2012)

Show all 16 references
Neural correlates of the LSD experience revealed by multimodal neuroimaging

Carhart-Harris, R. L., Muthukumaraswamy, S., Roseman, L. et al. · PNAS (2016)

Increased global functional connectivity correlates with LSD-induced ego dissolution

Tagliazucchi, E., Roseman, L., Kaelen, M. et al. · Current Biology (2016)

Effects of external stimulation on psychedelic state neurodynamics

Mediano, P. A. M., Rosas, F. E., Timmermann, C. et al. · ACS Chemical Neuroscience (2024)

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

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

The entropic brain - revisited

Carhart-Harris, R. L. · Neuropharmacology (2018)

Psychedelics and the essential importance of context

Carhart-Harris, R. L., Roseman, L., Haijen, E. C. H. M. et al. · Journal of Psychopharmacology (2018)

Your Personal Research Library

Go Pro to save papers, add notes, rate studies, and organize your research into custom shelves.

N,N-dimethyltryptamine effects on connectome... — Research Summary & Context | Blossom