Psychedelic Therapy vs Antidepressants for the Treatment of Depression Under Equal Unblinding Conditions A Systematic Review and Meta-Analysis
This meta-analysis (s=24) found that psychedelic-assisted therapy (s=8) was no more effective than open-label traditional antidepressants for treating major depression, and that, unlike traditional antidepressants (where blinding meaningfully influenced outcomes), PAT trials showed no difference between blinded and open-label conditions, confirming that PAT trials are effectively always unblinded.
Abstract
Importance
Psychedelic-assisted therapy (PAT) trials have high levels of functional unblinding, which biases results when comparing PAT with blinded interventions. Because PAT is effectively always open label, treatment results should be compared with those of open-label traditional antidepressants (TADs), so potential benefits associated with patients knowing their treatment is equal between the interventions.
Objective
To investigate the comparative effectiveness of PAT vs open-label traditional antidepressants (TADs; such as selective serotonin and norepinephrine reuptake inhibitors) for the treatment of major depression.
Data Sources
PubMed was systematically searched in March 2024 for trials of PAT and open-label TADs for the treatment of major depression without comorbidity in adults without psychosis in the outpatient setting. Extraction was supplemented with data from a review and meta-analysis of antidepressant drugs to assess the open-label vs blinded TAD difference.
Data Extraction and Synthesis
Depression scores were extracted by 2 independent reviewers; estimates were pooled with both bayesian and frequentist mixed-effects models. Reporting follows the PRISMA guideline.
Main Outcomes and Measure
Following predefined hypotheses, the mean within-arm effect from baseline to primary end point (ie, patient improvement between PAT and open-label TAD trials on the 17-item Hamilton Depression Rating Scale) was compared. To assess the potential role of blinding, the within-arm effect of blinded vs open-label trials in both PAT and TADs was also compared.
Results
Of the initially retrieved PubMed 619 records, 24 met inclusion criteria. Contrary to the first of 3 hypotheses, PAT (8 trials; 249 patients) was no more effective than open-label TAD treatment (16 open-label TAD trials; 7921 patients), with an estimated difference of 0.3 favoring open-label TADs (95% CI, −1.39 to 1.98; P = .73). Open-label TADs were associated with better outcomes than blinded treatment (144 blinded TAD trials; 31 792 patients), with an estimated difference of 1.3 (95% CI, 0.07-2.51; P = .04;), but the same difference was not observed for PAT (0.67; 95% CI, −3.08 to 1.73; P = .58).
Conclusions and Relevance
In trials of depression, PAT was not more effective than open-label TADs. Blinding made a difference for TADs, but not for PAT, confirming that PAT trials are effectively always open label. These results argue against highly optimistic narratives surrounding PAT and highlight the importance of blinding integrity.
Research Summary of 'Psychedelic Therapy vs Antidepressants for the Treatment of Depression Under Equal Unblinding Conditions A Systematic Review and Meta-Analysis'
Blossom's Take
Psychedelics are promising, or at least that is what early research concluded based on 'double-blind' trials. This meta-analysis asks, what if we (rightly?) assume psychedelic trials are actually unblinded? Then, the effects disappear. This meta-analysis made the rounds online and led to many comments. Some argued that the study compared apples to oranges. Others noted that even this more sceptical take argues that psychedelics provide relief at much lower side-effect costs and not a continuous dosing regimen (with SSRIs). Although arguments can be made about the value of the study, it provides a sharp look at psychedelic research and highlights the negative effects felt by participants who didn't receive a psychedelic (but did receive therapy).
Introduction
Current treatments for depression include selective serotonin and norepinephrine reuptake inhibitors and other medications, collectively referred to here as traditional antidepressants (TADs). Earlier meta-analyses estimated a modest between-arm advantage of TADs over placebo of about 2.4 points on the 17-item Hamilton Depression Rating Scale (HAM-D), raising questions about clinical meaningfulness. Psychedelic-assisted therapy (PAT)—a combination of psychotherapy and a psychedelic dosing session—has attracted interest because PAT trials have reported larger between-arm differences (about 7.3 HAM-D units). However, PAT trials are characterised by pronounced functional unblinding: patients commonly deduce treatment allocation from intense subjective drug effects, with correct-guess rates reported around 90% to 95%, a much higher rate than in blinded TAD trials (about 63%). Functional unblinding can inflate apparent treatment effects, complicating direct comparisons between PAT and blinded pharmacological treatments. Against this background, the researchers preregistered a systematic review and meta-analysis to compare PAT with open-label TADs, thereby attempting to equalise the degree of unblinding between interventions. They set a minimal clinically important difference (MCID) of 3 HAM-D units and framed three hypotheses: (H1) PAT would exceed open-label TADs by at least the MCID at the primary end point; (H2) open-label TADs would outperform blinded TADs by at least the MCID; and (H3) open-label and blinded PAT would not differ by the MCID. The approach emphasises within-arm change from baseline to primary end point to capture the total (treatment-specific plus nonspecific) effects experienced by participants under similar unblinding conditions.
Expert Research Summaries
Go Pro to access AI-powered section-by-section summaries, editorial takes, and the full research toolkit.
Study Details
- Study Typemeta
- Journal
- Topics
- Author
- APA Citation
Williams, Z. J., Barnett, H., & Szigeti, B. (2026). Psychedelic Therapy vs Antidepressants for the Treatment of Depression Under Equal Unblinding Conditions A Systematic Review and Meta-Analysis. JAMA Psychiatry. https://doi.org/10.1001/jamapsychiatry.2025.4809
References (15)
Papers cited by this study that are also in Blossom
Carhart-Harris, R. L., Giribaldi, B., Watts, R. et al. · New England Journal of Medicine (2021)
Raison, C. L., Sanacora, G., Woolley, J. D. et al. · JAMA (2023)
Ross, S., Bossis, A. P., Guss, J. et al. · Journal of Psychopharmacology (2016)
Schindowski, E. M., Jungwirth, J., Schuldt, A. et al. · EClinicalMedicine (2023)
Szigeti, B., Nutt, D. J., Carhart-Harris, R. L. et al. · Scientific Reports (2023)
Holze, F., Gasser, P., Müller, F. et al. · Biological Psychiatry (2023)
Goodwin, G. M., Aaronson, S. T., Alvarez, O. et al. · New England Journal of Medicine (2022)
Palhano-Fontes, F., Barreto, D., Onias, H. et al. · Psychological Medicine (2018)
Sloshower, J. A., Skosnik, P. D., Safi-Aghdam, H. et al. · Journal of Psychopharmacology (2023)
Griffiths, R. R., Johnson, M. W. · Journal of Psychopharmacology (2016)
Show all 15 referencesShow fewer
Lewis, B. R., Garland, E. L., Byrne, K. et al. · Journal of Pain and Symptom Management (2023)
Rosenblat, J. D., Meshkat, S., Doyle, Z. et al. · Med (2024)
Hieronymus, F., López, E., Sjögren, H. W. et al. · JAMA Network Open (2025)
Szigeti, B., Heifets, B. D. · Biological Psychiatry (2024)
Erritzoe, D., Barba, T., Greenway, K. T. et al. · EClinicalMedicine (2024)
Your Personal Research Library
Go Pro to save papers, add notes, rate studies, and organize your research into custom shelves.