A quantitative textual analysis of the subjective effects of ayahuasca in naive users with and without depression
Using quantitative textual analysis of open-ended reports from first-time ayahuasca users (9 with treatment-resistant depression, 20 healthy controls), the study identified five core experiential clusters—altered states of consciousness, cognitive changes, somatic alterations, auditory experiences and visual perceptual content—and found that participants with depression reported more aversive bodily reactions. These findings align with central axes of the psychedelic experience and may inform therapeutic applications of ayahuasca.
Authors
- Luiz Tófoli
- Draulio Araújo
Published
Abstract
Ayahuasca is a brew with psychoactive properties that has been used as an entheogen for centuries, with more recent studies suggesting it is a promising treatment for some clinical disorders. Although there is an emerging scientific literature on its effects, to the best of our knowledge no study has explored the self-reported experiences of first-time ayahuasca users with quantitative textual analysis tools. Accordingly, the current study aimed to analyze the subjective experience of naive individuals with depression and healthy controls after consuming ayahuasca. For this purpose, responses from a subsample of participants from a previous clinical trial to open-ended questions regarding their experience with ayahuasca underwent textual analysis. Data from nine patients with treatment-resistant depression and 20 healthy individuals were included, and quantitative textual analysis was performed using IRaMuTeQ 0.7 alpha 2 and R 3.1.2. The analysis identified five clusters: alterations in the state of consciousness, cognitive changes, somatic alterations, auditory experiences, and visual perceptual content. Additionally, findings suggest specific features of the experience of people with depression with ayahuasca, such as increased aversive bodily reactions. The results are consistent with previous findings indicating central axes of the psychedelic experience, and may inform therapeutic approaches using ayahuasca.
Research Summary of 'A quantitative textual analysis of the subjective effects of ayahuasca in naive users with and without depression'
Introduction
Cruz and colleagues situate their work in the context of growing clinical interest in ayahuasca, a traditional brew containing N,N-DMT and beta-carboline alkaloids, which has been investigated for potential therapeutic effects in mood and substance-use disorders. Earlier clinical trials have reported reductions in depression severity after ayahuasca dosing, and qualitative studies have described a range of subjective phenomena—visual visions, somatic purging, insights, and spiritual or cultural themes—but no prior study has applied quantitative textual-analysis tools to first-time ayahuasca users to compare clinical and non-clinical groups. The current study therefore aims to quantitatively characterise the self-reported acute experiences of ayahuasca-naïve individuals with treatment-resistant depression and healthy controls. Using transcribed, open-ended reports collected shortly after a single dosing session in a controlled setting, the investigators apply automated textual-analytic methods to identify recurring thematic clusters and to examine associations between those clusters and sociodemographic or clinical variables. The work seeks to illuminate how ‘set’ (pre-existing psychological state) and setting may shape subjective experience, with implications for therapeutic applications of ayahuasca.
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Study Details
- Study Typeindividual
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- APA Citation
Cruz, L., Bienemann, B., Palhano-Fontes, F., Tófoli, L. F., Araújo, D. B., & Mograbi, D. C. (2023). A quantitative textual analysis of the subjective effects of ayahuasca in naive users with and without depression. Scientific Reports, 13(1). https://doi.org/10.1038/s41598-023-44193-5
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