An exploratory persistent-homology analysis of resting-state fMRI functional connectivity under Ayahuasca

Open Access
Authors
  • Tales C. dos Santos
  • Draulio B. de Araujo
  • Helcio Felippe
  • José Garcia Vivas Miranda
  • Fernanda Palhano-Fontes
  • Raphael Silva do Rosário
  • Heloisa Onias
  • Aline Viol
  • Gandhimohan M. Viswanathan
  • Fernando A.N. Santos ORCID logo
Publication date August 2026
Journal Chaos, Solitons and Fractals
Article number 118554
Volume | Issue number 209
Number of pages 11
Organisations
  • Faculty of Science (FNWI) - Korteweg-de Vries Institute for Mathematics (KdVI)
Abstract
Psychedelic states offer a useful setting for studying changes in large-scale brain organization. Here, we applied Topological Data Analysis (TDA) to resting-state fMRI functional connectivity from nine participants scanned before and after Ayahuasca ingestion. Vietoris–Rips filtrations were constructed from correlation-derived dissimilarity matrices, and persistent entropy was used to quantify the distribution of persistence lifetimes across homology dimensions S0–S3. In the primary absolute-correlation analysis, persistent entropy of H2 features showed a nominal pre/post decrease (W = 4.0, p = 0.027, rank-biserial correlation =0.822). This effect did not survive correction across the four tested homology dimensions (qFDR = 0.109) and was not reproduced when signed correlations were preserved using d(i, j)=1 − r(i, j). Exploratory signal-complexity analyses using Lempel–Ziv complexity and sample entropy showed descriptive but statistically non-significant increases in temporal complexity. These results should therefore be interpreted as preliminary and hypothesis-generating, particularly given the small sample size, lack of placebo control, availability of only GSR-preprocessed connectivity data, and sensitivity to the distance definition. The study suggests that persistent homology may provide a useful framework for studying psychedelic-associated changes in the higher-dimensional topology induced by functional connectivity, but replication in larger placebo-controlled datasets is required.
Document type Article
Language English
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