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Time-resolved Coupling Between Connectome Harmonics and Subjective Experience Under the Psychedelic DMT

Overview
Journal bioRxiv
Date 2024 Jun 10
PMID 38853985
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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 DMT is reshaped in line with other reported psychedelic compounds - psilocybin, 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 indexes the intensity of subjective experience of the participants in a time-resolved manner reflecting close coupling between connectome harmonics and subjective experience.

References
1.
Honey C, Sporns O, Cammoun L, Gigandet X, Thiran J, Meuli R . Predicting human resting-state functional connectivity from structural connectivity. Proc Natl Acad Sci U S A. 2009; 106(6):2035-40. PMC: 2634800. DOI: 10.1073/pnas.0811168106. View

2.
Lord L, Expert P, Atasoy S, Roseman L, Rapuano K, Lambiotte R . Dynamical exploration of the repertoire of brain networks at rest is modulated by psilocybin. Neuroimage. 2019; 199:127-142. DOI: 10.1016/j.neuroimage.2019.05.060. View

3.
Luppi A, Stamatakis E . Combining network topology and information theory to construct representative brain networks. Netw Neurosci. 2021; 5(1):96-124. PMC: 7935031. DOI: 10.1162/netn_a_00170. View

4.
Tasserie J, Uhrig L, Sitt J, Manasova D, Dupont M, Dehaene S . Deep brain stimulation of the thalamus restores signatures of consciousness in a nonhuman primate model. Sci Adv. 2022; 8(11):eabl5547. PMC: 8932660. DOI: 10.1126/sciadv.abl5547. View

5.
Glasser M, Sotiropoulos S, Wilson J, Coalson T, Fischl B, Andersson J . The minimal preprocessing pipelines for the Human Connectome Project. Neuroimage. 2013; 80:105-24. PMC: 3720813. DOI: 10.1016/j.neuroimage.2013.04.127. View