NeuroImage
October 27, 2022
Anders Lykkebo-Valløe, Brice Ozenne, Sophia Armand et al.
44 citations
Psilocybin's acute perceptual psychedelic effects may arise from drug-level decreases in the occurrence and duration of lateral and medial frontoparietal connectivity motifs. The authors apply and argue for a modified approach to modeling eigenvectors from LEiDA that more fully acknowledges their underlying structure. These findings contribute to a more comprehensive neurobiological framework underlying acute effects of serotonergic psychedelics.
medRxiv
July 3, 2023
Drummond E-Wen Mcculloch, Anders S. Olsen, Brice Ozenne et al.
20 citations
preprint
Psychedelics like psilocybin are thought to increase brain entropy, but previous findings have not been replicated. In 28 healthy participants with 121 fMRI scans taken before and after psilocybin, brain entropy was measured alongside plasma psilocin levels, serotonin 2A receptor occupancy, and subjective drug intensity. Shannon entropy of path-length and instantaneous correlation distributions showed significant positive associations with drug effects, while sample entropy showed divergent associations depending on time-scale. However, 8 of 13 entropy metrics showed no significant effects, and the metrics correlated poorly with each other. The results suggest a nuanced acute effect of psilocybin on brain entropy and highlight specific metrics that may mediate clinical effects.
medRxiv
December 17, 2021
Anders S. Olsen, Anders Lykkebo-Valløe, Brice Ozenne et al.
4 citations
preprint
After a psychedelic dose of psilocybin, the occurrence and duration of two brain states involving lateral frontoparietal and medial fronto-parietal-cingulate coherence decrease, while a fully connected brain state increases. These changes are associated with both the level of psilocin in the blood and the intensity of the subjective drug experience. The findings suggest that the acute perceptual effects of psilocybin may arise from a shift away from specific frontoparietal connectivity motifs toward a more uniform connectivity structure. The study also proposes an improved method for modeling brain states from dynamic functional connectivity data.
Nature Communications
June 24, 2026
Drummond E-Wen Mcculloch, Anders S. Olsen, Brice Ozenne et al.
A prominent theory holds that psychedelics increase brain entropy, but past studies have used many different entropy measures. This work analyzed 121 fMRI scans from 28 healthy adults before and after psilocybin, testing 14 entropy metrics with two brain-parcellation methods and seven denoising pipelines. Five metrics—including Shannon entropy of spatial eigendistribution, path-length, instantaneous correlations, brain-state switching, and sample entropy at short time-scales—consistently showed positive associations with psychedelic effects. However, eight metrics showed no significant effects, and Lempel-Ziv complexity gave inconsistent positive results. The entropy measures correlated poorly with each other, indicating that brain entropy is not a single, unified phenomenon.