‘Equal-unblinding’ meta-analysis of psychedelic therapy vs. antidepressants for the treatment of depression
In a pre-registered meta-analysis of 8 PAT trials (548 patients) and 16 open‑label traditional antidepressant studies (9,751 patients), psychedelic-assisted therapy was not more effective than open‑label antidepressants on the 17‑item Hamilton Depression Rating Scale (difference 0.3 favouring tAD; 95% CI −1.39 to 1.98; p=0.73). This equal‑unblinding comparison emphasises that blinding integrity materially influences apparent treatment effects and that both PAT and tAD produced robust, clinically meaningful improvements.
Abstract
Importance
Psychedelic-assisted therapy (PAT) trials have high levels of functional unblinding. This effect positively biases results when PAT trials are compared against truly blinded trials.
Objective
This pre-registered meta-analysis investigated the comparative efficacy of PAT and open-label traditional antidepressants (tAD; such as SSRIs and SNRIs) for the treatment of major depression. The rationale is that PAT is effectively always open-label, thus, it is only fair to compare results against open-label tAD trials, so both interventions equally benefit from effects associated with patients knowing the treatment.
Data Sources
PubMed was systematically searched for trials of PAT and open-label tAD for the treatment of major depression without comorbidity in outpatient, non-psychotic adults. 24 of the initially retrieved 619 records met inclusion.Data Extraction and Synthesis: Depression scores were extracted by two independent reviewers; estimates were pooled with both Bayesian and frequentist mixed-effects models. The reporting follows the PRISMA guideline. Main Outcome(s) and Measure(s): Following pre-defined hypothesis, we compared the mean within-arm effect size from baseline to primary endpoint, i.e. the patient improvement, between PAT and open-label tAD trials on the 17-item Hamilton Depression Rating Scale. We also compared the within-arm effect size of blinded vs. open-label trials in both PAT and tAD, to assess the influence of blinding.
Results
In total, 8 PAT trials involving 548 patients and 16 open-label tAD studies involving 9751 patients were included. Contrary to prior hypothesis, PAT was no more effective than open-label tAD treatment (estimated difference: 0.3 favoring open-label tAD; 95% confidence interval: [-1.39, 1.98]; p=0.730). Open-label tAD was associated with better outcomes than blinded treatment (1.3 [0.07, 2.51]; p=0.038), but the same difference was not observed in PAT (0.4 [-2.20, 3.11]; p=0.738).
Conclusions and Relevance
Both tAD and PAT were associated with robust, statistically, and clinically meaningful improvements. However, PAT’s lack of superiority compared to tADs under equal-unblinding conditions highlights the influence of blinding integrity and presents a sobering viewpoint on the treatment’s potential.
Research Summary of '‘Equal-unblinding’ meta-analysis of psychedelic therapy vs. antidepressants for the treatment of depression'
Introduction
Williams and colleagues frame the analysis around two contrasting pictures of antidepressant efficacy: traditional antidepressants (tADs, primarily SSRIs and SNRIs) have small treatment–placebo (between-arm) differences on the HAMD-17, while psychedelic-assisted therapy (PAT) trials report much larger between-arm effects. The introduction highlights functional unblinding — patients deducing allocation from drug effects — as especially pervasive in PAT trials because of the drugs' intense subjective effects, and notes that unblinding can inflate between-arm estimates. The authors observe limited direct head-to-head evidence comparing PAT and tAD and argue that comparing PAT trials (effectively unblinded) to truly blinded tAD trials creates an unfair advantage for PAT. This pre-registered meta-analysis therefore sets out to compare PAT against open-label tAD trials so both treatments would equally experience effects related to patients knowing their treatment. The primary aim was to compare within-arm change from baseline to primary endpoint (the patient improvement) on the HAMD-17. The authors also planned to compare blinded versus open-label trials within each treatment class to quantify the influence of blinding. The analysis focuses on outpatient, non-psychotic adult major depressive disorder and converts other depression scales into HAMD-17 equivalents for comparability.
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Study Details
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- APA Citation
Szigeti, B. (2025). ‘Equal-unblinding’ meta-analysis of psychedelic therapy vs. antidepressants for the treatment of depression. https://doi.org/10.31234/osf.io/vhs4a_v1
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