Abstract (may include machine translation)
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.
| Original language | English |
|---|---|
| Article number | 118554 |
| Number of pages | 11 |
| Journal | Chaos, Solitons and Fractals |
| Volume | 209 |
| Issue number | 2 |
| DOIs | |
| State | Published - Aug 2026 |
Keywords
- Ayahuasca
- Brain
- Higher-order analysis
- Persistent entropy
- Topological Data Analysis (TDA)
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