PsilocybinPlacebo

From relaxed beliefs under psychedelics (REBUS) to revised beliefs after psychedelics (REBAS)

This single-blind (n=11) study with healthy participants shows that confidence in negative self-beliefs decreased after a high dose of psilocybin (25mg) which predicted increases in well-being four weeks later. This provides the first psychological (vs neurological) information on the validity of the REBUS model.

Authors

  • Carhart-Harris, R. L.
  • Erritzoe, D.
  • Kettner, H.

Published

Scientific Reports
individual Study

Abstract

Background: The Relaxed Beliefs Under pSychedelics (REBUS) model proposes that serotonergic psychedelics decrease the precision weighting of neurobiologically-encoded beliefs, and offers a unified account of the acute and therapeutic action of psychedelics. Although REBUS has received some neuroscientific support, little research has examined its psychological validity. We conducted a preliminary examination of two psychological assumptions of REBUS: (a) psychedelics foster acute relaxation and post-acute revision of confidence in mental-health-relevant beliefs; (b) this relaxation and revision facilitates positive therapeutic outcomes and is associated with the entropy of EEG signals(an index of neurophysiological mechanisms relevant to REBUS).Method: Healthy individuals (N=11) were administered 1 mg and 25 mg psilocybin 4-weeks apart. Confidence ratings for personally held negative and positive beliefs were obtained before, during, and 4-weeks after dosing sessions. Acute entropy and self-reported subjective experiences were measured, as was well-being (before and 4-weeks after dosing sessions).Results: Confidence in negative self-beliefs decreased following 25 mg psilocybin and not following 1 mg psilocybin. Entropy and subjective effects under 25 mg psilocybin correlated with decreases in negative self-belief confidence (acute and 4-weeks after dosing). Particularly strong evidence was seen for a relationship between decreases in negative self-belief confidence and increases in well-being at 4-weeks.Conclusions: We report the first empirical evidence that the relaxation and revision of negative self-belief confidence mediates positive psychological outcomes; a psychological assumption ofREBUS. Replication within larger and clinical samples remains necessary. We also introduce a new measure, the Relaxed BEliefs Questionnaire (REB-Q), for examining the robustness of these preliminary findings and the utility of the REBUS model.

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Research Summary of 'From relaxed beliefs under psychedelics (REBUS) to revised beliefs after psychedelics (REBAS)'

Introduction

Psychedelic therapy has attracted growing interest because of its reported transdiagnostic effects on mental health, including reductions in anxiety, depression and suicidal ideation and increases in well-being. The Relaxed Beliefs Under pSychedelics (REBUS) model frames these effects within a Bayesian predictive-processing account: serotonergic psychedelics induce an ‘‘entropic’’ brain state that relaxes the precision-weighting of high-level predictive beliefs, which should be experienced subjectively as reduced confidence in beliefs or assumptions. Within this transient state of enhanced neural and cognitive plasticity, the model proposes that maladaptive, overweighted beliefs (for example, negative self-perceptions) become amenable to revision, potentially yielding therapeutic benefit. This study set out to test two psychological assumptions derived from REBUS. First, the investigators examined whether psilocybin acutely reduces confidence in personally held negative self-beliefs (belief relaxation) and whether such reductions persist 4 weeks later (belief revision, here termed REBAS). Second, they tested whether any relaxation and revision in negative self-belief confidence is associated with (a) neurobiological markers of REBUS—specifically increases in neural entropy measured with EEG, (b) the intensity of acute unitive experiences, and (c) changes in well-being four weeks after dosing. The study focused on healthy, psychedelic-naïve volunteers and used a within-subjects dosing contrast between a subthreshold (1 mg) and an active (25 mg) psilocybin dose.

Methods

The study used a single-blind, fixed-order, within-subjects design in which 11 healthy, psychedelic-naïve volunteers (4 female; mean age 42 years, SD 10.12) received two oral psilocybin sessions spaced four weeks apart: a 1 mg session first (intended as a sub-perceptual control) followed by a 25 mg session. Inclusion criteria required physical and mental health, English comprehension and minimal recent psychedelic exposure; exclusion criteria included current or past psychiatric disorder, significant medical conditions, pregnancy, excessive substance use and lack of email access. All participants provided written informed consent and sessions followed standard preparation and integration procedures in a comfortable, dimly lit setting with a music playlist, eyeshades and two guides present. Belief confidence was assessed using an idiographic approach: participants identified personally salient negative and positive beliefs and rated how confident they were that each belief was true on a 0–100 scale before, during (acute) and four weeks after dosing sessions. Acute unitive experience was measured using the oceanic boundlessness subscale of the Altered States of Consciousness questionnaire, and well-being was assessed with the 14-item Warwick–Edinburgh Mental Well-being Scale (WEMWBS) at baseline and four weeks after dosing. Resting-state EEG was recorded during dosing using a 24-channel wireless cap (DSI-24; 21 active channels) with Pz and FPz as reference and ground. EEG data were cleaned, low-pass filtered at 100 Hz, subsampled at 200 Hz and used to estimate neural signal entropy via the Context Tree Weighting (CTW) algorithm, an entropy estimator related to but distinguished from Lempel–Ziv complexity. For statistical analysis the investigators combined frequentist and Bayesian approaches. Changes in belief confidence across time and dose were examined with repeated-measures general linear model ANOVAs, with follow-up pairwise comparisons; Cohen’s dz quantified repeated-measures effect sizes. Pearson correlations tested associations between changes in belief confidence and (a) oceanic boundlessness and (b) changes in well-being. Because of limited available EEG data, no formal inferential tests were pre-specified for the CTW-based entropy measures; instead, exploratory Pearson correlations examined relationships between entropy at several time points (1, 2 and 4.5 hours post-administration) and changes in negative self-belief confidence. Bayesian analyses (Bayes Factors) accompanied key tests to quantify evidence for or against effects given the small sample.

Results

Sample and general approach: Eleven healthy participants completed both sessions and provided self-report and (for most) EEG data. Repeated-measures ANOVAs and follow-up comparisons examined belief-confidence changes across the 1 mg and 25 mg sessions; effect sizes and Bayes Factors were reported alongside p-values. Primary behavioural outcome—negative self-belief confidence: Administration of 25 mg psilocybin was associated with decreases in confidence in negative self-beliefs measured four weeks after dosing, whereas the 1 mg session produced no such change. Acute decreases in negative self-belief confidence following 25 mg showed a moderate effect size but were not statistically significant in the acute window. For positive self-beliefs, the investigators observed increases in confidence at four weeks after 25 mg; acute changes were not statistically significant. Changes in other-belief categories were generally smaller or absent, with evidence against change for some categories, suggesting the effect was not globally applied across all belief types. Associations with unitive experience: The relationship between oceanic boundlessness and decreases in negative self-belief confidence after 25 mg grew stronger over time. Acutely, the correlation between oceanic boundlessness and immediate decreases in negative self-belief confidence was r = -0.502 (p = 0.116; BF10 = 1.374), which did not reach significance. At four-week follow-up the association was larger and significant (r = -0.725, p = 0.012; BF10 = 4.750). By contrast, oceanic boundlessness showed small, non-significant associations with belief changes after 1 mg (BFs ≈ 0.6 in favour of the null). Associations with well-being: Decreases in negative self-belief confidence after 25 mg were strongly associated with increases in well-being at four weeks. Acute decreases in negative self-belief confidence correlated with later increases in WEMWBS scores (r = -0.815, p = 0.002; BF10 = 11.368), and decreases measured at the 4-week follow-up correlated even more strongly with well-being change (r = -0.870, p < 0.001; BF10 = 24.808). For the 1 mg session correlations were small and non-significant, with Bayes Factors generally not supporting an effect. Associations with neural entropy: Exploratory correlations linking CTW-derived neural entropy and changes in negative self-belief confidence after 25 mg showed medium-to-large negative associations at multiple acute time points. Decreases in acute negative self-belief confidence correlated with entropy at 1 hour (r = -0.837; BF10 = 9.640), 2 hours (r = -0.785; BF10 = 4.067) and 4.5 hours (r = -0.603; BF10 = 2.121) post-25 mg. Neural entropy measured acutely also related to decreases in negative self-belief confidence observed at 4 weeks, most strongly at 1 hour (r = -0.721; BF10 = 3.584), with weaker evidence at 2 hours (r = -0.652; BF10 = 1.928) and none at 4.5 hours (r = -0.385; BF10 = 0.948). In contrast, corresponding correlations after 1 mg were small and accompanied by Bayes Factors indicating anecdotal support for the null. The authors note that inferential EEG analyses were limited by the small number of subjects with usable EEG data and therefore treated these results as exploratory.

Discussion

Zeifman and colleagues interpret the findings as preliminary psychological support for key REBUS hypotheses: that psychedelics can acutely relax the felt confidence of strongly held beliefs and facilitate post-acute revision of maladaptive beliefs, and that these processes relate to both subjective phenomenology and neurophysiological indices. Specifically, the study found that a clinically relevant 25 mg psilocybin dose produced decreases in confidence for self-identified negative self-beliefs measured four weeks after dosing, while a subthreshold 1 mg dose did not. The investigators also observed that the intensity of the acute unitive experience and increases in neural entropy during the acute state were associated with both immediate and sustained reductions in negative self-belief confidence, and that these reductions correlated with meaningful increases in well-being four weeks later. The authors situate these results relative to earlier research showing reductions in pessimism and hopelessness after psychedelic administration and extend prior work by using an idiographic measure of personally salient beliefs. They suggest that relaxation of high-level priors may sensitise individuals to new evidence, enabling belief updating that—when the context is supportive—tends to be adaptive. The unitive experience is proposed as a phenomenological proxy for the entropic state conducive to belief relaxation; the data showed that stronger unitive experiences were associated with larger later decreases in negative self-belief confidence. Key limitations acknowledged by the investigators include the small sample size of healthy volunteers, which limits generalisability to clinical populations and increases uncertainty in effect estimates. Blinding is also a challenge given the overt subjective effects of psilocybin; the study mitigated expectancy to some extent by enrolling psychedelic-naïve participants and including a very low-dose control, but the authors recommend future studies employ other active control agents and a wider range of doses to better characterise dose–response relationships. Finally, the authors note that psychological processes mediating the transition from acute belief relaxation (REBUS) to sustained belief revision (REBAS)—for example reflective re-evaluation and integration—remain to be elucidated. To aid future research, the investigators present the Relaxed BEliefs Questionnaire (REB-Q) and its self-report variant as structured tools for measuring idiographic belief confidence change across studies. They conclude that, while the current study provides initial empirical evidence linking psilocybin-induced belief relaxation and revision to neural entropy, unitive experience and improved well-being, replication in larger and clinical samples is required to confirm and extend these findings.

Conclusion

In this preliminary within-subjects study, administration of 25 mg psilocybin to healthy, psychedelic-naïve volunteers was associated with specific decreases in confidence in personally identified negative self-beliefs that persisted four weeks after dosing, and these decreases were strongly related to acute unitive experience, increases in neural entropy and improvements in well-being. The authors view these results as initial psychological support for the REBUS-to-REBAS framework but emphasise the need for replication, larger samples and clinical investigations, and further work to characterise the psychological processes that mediate acute belief relaxation into durable belief revision.

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SECTION

Psychedelic therapy has been receiving increasing attention for its putative transdiagnostic action across mental health outcomes, including decreasing anxiety, depression, and suicidal ideation within clinical populations (e.g.,, and enhancing well-being among healthy individuals. In line with precision psychiatryand process-based psychotherapy, identifying the mechanisms through which psychedelic therapy leads to positive therapeutic change may help to tailor, deliver, and maximise its therapeutic efficacy (see. The RElaxed Beliefs Under pSychedelics (REBUS) modelprovides a unified theoretical account of the effects of psychedelics and the mechanisms through which they lead to positive therapeutic outcomes. Building on the Bayesian hierarchical predictive processing view of brain function, REBUS proposes that the "entropic" brain state induced by psychedelicscorresponds to a relaxation in the precision-weighting of neuronally encoded predictive models, which should manifest subjectively as a reduction in the felt confidence of beliefs or assumptions. REBUS also proposes that within the transient drug-induced state of enhanced neural and cognitive plasticity, maladaptive beliefs and assumptions that are ordinarily encoded with excessive precision-weighting and confidence (e.g., negative self-perceptions), may become amenable to therapeutic change. Neurobiological support for REBUS can be seen in multiple experimental findings, including reduced hierarchical organisation and top-down processing in the brain (e.g.,. Perhaps most notably, neuroimaging experiments with psychedelics have revealed a consistent increase in markers of neural entropy, which predict behavioural reports during the experience. This growing body of research contrasts with the lack of psychological research on the topic, which has not yet examined the effects of psychedelics on acute belief confidence, and whether this belief relaxation can serve as an opportunity for subsequent revision of these negative (self)beliefs and improved well-being; an important assumption of REBUS. A key question related to the therapeutic application of psychedelics is how this putative acute relaxation translates into long-term therapeutic change. We refer to the post-acute revision of overweighted beliefs as REvised Beliefs After pSychedelics (REBAS) and propose that this is a fundamental feature of recovery from a broad swathe of mental illness. Within clinical and healthy populations, the administration of psychedelics is associated with decreases in negative attitudes toward the future, which correlate with reductions in depression severityand suicidal ideation. Similarly, the administration of a psychedelic is associated with self-reported increases in positive self-related beliefs (e.g.,. However, research has not yet examined whether administration of a psychedelic leads to decreases in negative self-beliefs. Furthermore, research has been limited by the use of nomothetic (i.e., general) rather than idiographic (i.e., personally identified) measurement of self-related beliefs (for the benefits of idiographic approaches, see. Accordingly, evidence supporting a relationship between negative belief relaxation and revision and neurobiological markers of REBUS (e.g., increased neural entropy as a corollary of relaxed precision weighting) or subsequent improvements in well-being also remain elusive. REBUS offers an appealing account of much of the phenomenology of the psychedelic experience, including the unitive experience where discriminative beliefs diminish and are replaced by a sense of reciprocal interconnectedness. Research supports a role for subjective unitive experiences in mediating long-term outcomes after psychedelics, as well as an association between neurobiological indices of REBUS (such as decreased top-down information flow and hierarchical organization in the brain) and properties of the acute experience -including the unitive experience. However, research has not yet directly examined psychological indices of belief relaxation and revision under psychedelics nor whether these relate to the intensity of the acute unitive experiences elicited under psychedelics or subsequent enduring psychological changes. In sum, the REBUS model suggests that psychedelics can potentially improve mental health by relaxing and revising the confidence associated with overweighted beliefs. However, there is still no evidence as to whether: a) psychedelics acutely decrease confidence in (i.e. relax) negative self-beliefs; and (b) induce lasting decreases in negative self-belief confidence (i.e. revision); and (c) this relaxation and revision of overweighted beliefs are associated with neurobiological markers of REBUS, acute unitive experience, and long-term improvements in mental health. Therefore, in this paper we examined whether: 1. Administration of psilocybin leads to decreases in felt confidence in negative self-beliefs (a) acutely (belief relaxation) and (b) 4-weeks later (belief revision). 2. Relaxation and revision of confidence associated with negative self-beliefs are associated with: (a) neurobiological markers of REBUS (i.e., entropy), (b) the intensity of the acute unitive experience, and (c) increases in well-being 4-weeks after psilocybin administration.

OVERVIEW

This study was conducted as part of a larger trial focused on investigating long-term psychological and brain changes following a single 25 mg dose of psilocybin in healthy psychedelic naïve volunteers. Psilocybin (COMP360) was provided by COMPASS Pathways. The study received a favourable opinion from the NRES London-Surrey Research Ethics Committee and was carried out in accordance with Good Clinical Practice Guidelines. The National Institute for Health Research/Wellcome Trust Imperial Clinical Research Facility (ICRF) provided site-specific approvals, and a Home Office Licence was obtained for the storage and handling of psilocybin.

PARTICIPANTS

Participants were 11 healthy psychedelic-naïve individuals (4 females; age M=42 years, SD=10.12). For participant demographics, see Table. Inclusion criteria were: (a) physically and mentally healthy; (b) between 18 and 85 years old; (c) understanding of the English language; no experience with a psychedelic in the prior 12 months (11 participants had no lifetime experience with a psychedelic). Exclusion criteria included the presence of (a) a current or previously diagnosed psychiatric disorder; (b) current medically significant condition that renders them unsuitable for the study (e.g., diabetes, severe cardiovascular disease); (c) positive pregnancy test at screening or during the study; (d) excessive use of alcohol or other drugs (determined by study physician); and (e) no email access. All participants provided written informed consent.

PROCEDURES

This study used a single-blind, fixed order, within-subjects design. Participants underwent two dosing sessions four weeks apart. The first session involved a 1 mg dose of psilocybin and the second, a 25 mg dose of psilocybin. Previous research has shown that 1 mg can be regarded as sub-perceptual/subthreshold for subjective effects and is regarded as an inactive or negligibly active dose, while 25 mg is the dose of choice in many therapeutic studies. Dosing sessions were conducted in line with study protocols suggested by, including preparation prior to, and integration session following, dosing sessions. Psilocybin administration occurred in a comfortable and dimly lit environment, and included a preselected music playlist, eyeshades, and two 'guides' (therapeutic support persons) to provide comfort and reassurance. Throughout dosing days, participants gave hourly ratings of drug intensity from 0 (not at all) to 10 (most intense drug effect imaginable). The end-of-dosing test battery started at least 4 hours post-administration and only once participants gave a drug intensity rating of 4/10 or less. Resting-state electroencephalogram (EEG) was measured with a 24-channel wireless EEG head cap (DSI-24 System, Wearable Sensing; 0.317µV resolution, 300hz sampling rate) with 21 active channels. Pz and FPz acted as reference and ground during recording respectively. Participants were also asked to rate the extent to which they were confident that each belief was true on a scale from 0 ("Not at all certain") to 100 ("Absolutely certain") at five time points: Acute Experience -Acute unitive experiences were measured using the oceanic boundlessness scale of the Altered States of Consciousness questionnaire (ASC;. Oceanic boundlessness is the ASC subscale most closely related to the positive therapeutic outcomes associated with psychedelics. The scale measures the experience of unity, spiritual experience, blissful state, insightfulness, and disembodiment. Items were rated on a digitally-presented visual analogue scale from 0 ("no more than usual") to 100 ("much more than usual"). The scale was completed following the 1 and 25 mg psilocybin sessions and within 1 hour of participants rating their acute belief confidence. Well-Being. Well-being was measured using the Warwick-Edinburgh Mental Well-being Scale (WEMWBS;, a 14-item self-report measure of subjective hedonic and eudaimonic well-being over the past two weeks. The scale consists of positively worded items rated on a 5-point scale from 1 ("None of the time") to 5 ("All of the time"). The WEMWBS was completed at (a) 1 mg psilocybin baseline, (b) 4-weeks after 1 mg psilocybin/25 mg psilocybin baseline, and (c) 4-weeks after 25 mg psilocybin. Entropy of Neural Signals. EEG data were used to calculate Lempel-Ziv complexity during the 1 and 25 mg psilocybin dosing sessions. Data were manually cleaned, low-pass filtered at 100 Hz, and subsampled at 200 Hz. The entropy of a signal corresponds to its level of unpredictability or diversity (i.e., how many different "patterns" are present in the signal). There are multiple methods to estimate the entropy of a signal, the most common of which is via a quantity known as Lempel-Ziv complexity (LZc). Here, we estimated entropy using the Context Tree Weighting (CTW) algorithm based on the method described in, which is known to outperform LZc in terms of bias, variance, and data-efficiency.

DATA ANALYSIS

We employed a combination of frequentist and Bayesian Hypothesis Testing for all analyses. To examine changes in confidence related to their identified beliefs during (acute) and 4-weeks after 1 and 25 mg psilocybin (Question #1), we conducted general linear model (GLM) repeated measures ANOVAs. Follow-up pairwise comparisons examined the relationship between the time point (acute and 4-weeks after psilocybin administration) and respective baseline. Effect sizes were calculated using Cohen's dz for repeated measures. Pearson correlation coefficients were calculated to examine the association between changes in belief confidence and both (a) acute unitive experiences (Question #2b) and (b) changes in well-being (Question #2c). Changes in belief confidence and well-being were calculated by subtracting scores at each time point by their respective baseline (i.e., 1 mg/25 mg psilocybin baseline). The alpha level indicating significance was set at p<0.05. Due to the small number of subjects with available EEG data, inferential analyses related to CTW-based neural entropy were not conducted (this was an a priori decision). Rather, exploratory analyses examined the strength of the association (Pearson correlation coefficients) between entropy and changes in negative selfbelief confidence (Question #2a). All frequentist analyses were conducted using IBM SPSS Statistics (Version 26). The addition of Bayes Factors (BF) is relevant to the current analysis for two main reasons: 1) BFs represent the strength of the evidence for or against the null hypothesis, and 2) the strength of a BF scale with the evidence and can therefore be used with small sample sizes. Bayesian ANOVA and Bayesian correlations were performed with default JZS and Jeffries-Beta priors, respectively. The further a BF is from 1, the stronger the evidence for either the model of interest (BF10>1) or the competing model (BF10<1). Rstudio () was used for generating figures and Bayesian analysis, using the packages ggplot2and Bayes Factor, respectively.

SELF AND OTHER (NEGATIVE/POSITIVE) BELIEF CONFIDENCE

For results of ANOVAs, effect sizes, and Bayes Factors examining changes in confidence related to participants' beliefs, see Table. For changes in belief confidence over time, see Figure.

CHANGES IN NEGATIVE-SELF BELIEF CONFIDENCE AND OCEANIC BOUNDLESSNESS

Following the administration of 25 mg psilocybin, the effect size for the relationship between oceanic boundless and acute decreases in negative self-belief confidence was large (r=-.502), but not statistically significant (p=.116), with an anecdotal BF (BF10=1.374). Interestingly, this association grew over time, exhibiting a large (r=-.725) and significant (p=.012) effect 4weeks after the session. The BF revealed substantial evidence towards the alternative hypothesis (BF10=4.750). In contrast, the relationship between oceanic boundlessness and decreases in acute negative self-belief confidence was small and non-significant both acutely (r=-.176, p=.604) and 4-weeks after 1 mg psilocybin (r=.048, p=.889). BFs were anecdotally in support of the null hypothesis (Acute BF10=0.655; 4-week BF10=0.601). See Figure.

CHANGES IN NEGATIVE-SELF BELIEF CONFIDENCE AND INCREASES IN WELL-BEING

Following 25 mg psilocybin, results showed a large (r=-.815) and significant (p=.002) association between decreases in acute negative self-belief confidence and increases in wellbeing 4-weeks later. Decreases in negative self-belief confidence measured at 4-week follow-up remained strongly associated with increases in well-being (r=-.870, p<.001). These findings were supported by strong BFs for the association between increases in well-being and decreases in negative self-belief confidence during the acute experience (BF10=11.368) and 4-weeks after the session (BF10=24.808). See Figure. For the 1 mg session, there was a small and non-significant association between decreases in acute negative self-belief confidence and decreases in well-being at 4-week followup (r=.178, p=.601). There was a moderate but non-significant association between increases in well-being and decreases in negative self-belief confidence at 4-week follow-up (r=.546, p=.082). The BFs were anecdotally in support of the null hypothesis for the association between changes in well-being and changes in negative self-belief confidence during the acute experience (BF10=0.656) and anecdotally in support of the alternative hypothesis at 4-weeks (BF10=1.645).

CHANGES IN NEGATIVE-SELF BELIEF CONFIDENCE AND NEURAL ENTROPY

Large associations were found between decreases in acute negative self-belief confidence and neural entropy at 1 (r=-.837), 2 (r=-.785), and 4.5 (r=-.603) hours after 25 mg psilocybin. This was supported by substantial BFs for 1(BF10=9.640) and 2 (BF10=4.067) hours, and an anecdotal BF for 4.5 hours (BF10=2.121) after 25 mg psilocybin. Similarly, there were medium to large associations between neural entropy at 1 (r=-.721), 2 (r=-.652), and 4.5 (r=-.385) hours after 25 mg psilocybin and decreases in negative self-belief confidence 4-weeks later. This was reflected in a substantial BF at 1 hour (BF10=3.584), anecdotal/weak BF at 2 (BF10=1.928), and no evidence at 4.5 hours (BF10=0.948). See Figure. In contrast, the associations observed between decreases in acute negative self-belief confidence and neural entropy after 1 mg psilocybin and were small for 1 (r=-.078), 2 (r=.250), and 4.5 (r=-.024) hours after the beginning of the session. Evidence was very anecdotal towards the null (1 hour BF10=0.622, 2 hours BF10=0.735, 4.5 hours BF10=0.598). Similarly, there were small to medium associations between acute neural entropy at 1 (r=-.371), 2 (r=-.184), and 4.5 (r=-.338) hours after 1 mg psilocybin and decreases in negative self-belief confidence 4-weeks later. Here, there was no evidence to either support or reject a relationship (1 hour BF10=0.873; 2 hours BF10=0.683; 4.5 hours BF10=0.849).

DISCUSSION

The recently proposed REBUS model (Carhart-Harris & Friston, 2019) provides a unified account of the effects of psychedelics and the mechanism through which they can potentially facilitate therapeutic change. Neuroscientific evidence for the REBUS model is growing, but little research has directly examined the model's psychological counterpart. This is an oversight, as the model hinges on its psychological validity to an equivalent extent (to its neurobiological validity). Here we conducted a preliminary examination of key components of the REBUS model, which suggest that (a) psychedelics allow for an acute relaxation and post-acute revision in confidence associated with strongly held beliefs, and (b) decreased confidence in maladaptive beliefs is associated with improvements in mental health and neurobiological markers of increased neural entropy.

FROM BELIEF RELAXATION TO BELIEF REVISION

Four weeks after the administration of 25 mg psilocybin, we found a moderatesubstantial and significant decrease in confidence in negative self-beliefs. These results are consistent with REBUS and expand on past research showing significant decreases in pessimism (e.g.,and hopelessnessfollowing psilocybin therapy. Further, we found evidence against the 1 mg of psilocybin inducing a change in negative self-belief confidence (i.e., BFs ~ 0.3), particularly in the acute state. Additionally, we observed large and significant increases in confidence 4-weeks after the administration of 25 mg psilocybin, with a moderate BF; a result which is consistent with past research indicating that psychedelics increase positive beliefs about the self (e.g.,. This study is the first to include pre-post measurement of positive self-beliefs or personally identified positive self-beliefs. While the acute decreases in confidence for both categories of self-belief were not statistically significant, the effect size for negative self-beliefs was moderate. The BFs were fairly equivocal, suggesting that, rather than the data supporting an absence of effect, the current data are not sufficient to accept or reject either hypothesis. It will therefore be important for future studies to explore whether inference can be improved by increasing the sample size. We observed weak evidence toward acute decreases in negative other-belief confidence, as well as evidence against changes in negative other beliefs 4-weeks after 25 mg psilocybin. We also did not find changes in confidence associated with positive other-beliefs and evidence against a change 4-weeks post 1 mg psilocybin. It is interesting to note that this was the only belief category with no apparent decrease in belief confidence in the acute state. There was little room for increases in belief confidence due to ceiling effects, and the BF indicates that the data are only anecdotally in support of the null hypothesis (i.e., no change). Nevertheless, this is interesting because it suggests that belief relaxation is not global and it is consistent with the tendency for psychedelics to induce a sense of social connectedness. Conversely, these results may be due to these beliefs not having been salient enough for significant changes in confidence to occur, as we did not direct participant's attention toward the individual they had identified a belief about during the psilocybin experience. Although there were generally decreases in acute certainty following 25 mg psilocybin (except for positive-other beliefs), changes in confidence 4-weeks after 25 mg psilocybin differ between belief categories. While these post-acute changes were generally in an adaptive direction (i.e., decreases in negative belief confidence and increase in positive belief confidence), this does not necessarily demonstrate that psychedelics inherently generate positive belief changes. Nevertheless, sensitisation of the brain to new evidence through the relaxation of highlevel priors may sometimes be beneficial in itself (i.e., independent of the valence of the new evidence), especially given that positive (or desirable) evidence is typically overweighted and negative (or undesirable) evidence is typically underweighted in healthy individuals. It is also likely that the administration of psilocybin in a comfortable and emotionally supportive environment contributed to the positive nature of the confidence change. While specific manipulations of the context (e.g., administering a psychedelic in an adverse or unsupportive environment) may be ethically problematic, measurement of individual's perception of the context (e.g., their relationship with their guides/therapists;, grading the extent of environmental support (e.g., from low to very high), and naturalistic research, may aid in understanding the effects of context on belief relaxation and revision.

BELIEF RELAXATION, BELIEF REVISION, AND THE UNITIVE EXPERIENCE

Following the 25 mg, but not the 1 mg psilocybin session, we found a strong relationship between participants' acute unitive experience and decreases in negative self-belief confidence (acutely and 4-weeks later). The unitive experience is a key predictor of psychedelic therapy outcomesand has been framed as a phenomenological "proxy" for the entropic psychedelic state during which belief confidence is relaxed. The current results provide further support for this interpretation and suggest that the unitive experiences may be associated with positive therapeutic outcomes because they are characterized by an acute relaxation of, and potential revision of, belief structures that maintain psychopathology. Interestingly, relative to acute reductions in negative self-belief confidence, decreases in confidence were greater 4-weeks after 25 mg psilocybin and more strongly associated with the intensity of participants' unitive experience. This suggests that a yet uncaptured post-acute mediator may be implicated and it will be important for future research to explore the factors that facilitate the successful transition from REBUS to REBAS, such as the process of re-evaluating previously held beliefs or successfully integrating the psychedelic experience.

BELIEF RELAXATION, BELIEF REVISION, AND INCREASES IN WELL-BEING

We found a large and significant association between decreases in negative self-belief confidence (acute and at 4-weeks) and increases in well-being 4-weeks after the administration of 25 mg psilocybin. This is the first study to provide evidence for the association between psilocybin-modulated acute decreases in negative self-belief confidence and long-term improvements in mental health. The findings are in line with research indicating that decreased pessimism is associated reductions in depression severityand provide further support for the role of the relaxation and revision of beliefs as putative mechanisms underlying the positive therapeutic effects associated with psychedelics. Although our sample was comprised of healthy individuals, these finding suggest that psilocybin therapy may be especially promising for the treatment of psychiatric disorders characterized by especially rigid and inflexible negative self-beliefs, such as depressionand anorexia (see. Moreover, integrating psychedelic therapy within therapies that challenge and increase distance from such beliefs (e.g., cognitive behavioural therapies) may help to enhance the efficacy of psychedelic therapy (see. Relatedly, identifying and examining confidence associated with salient maladaptive beliefs within the context of psychedelic therapy may help to more effectively target such maladaptive beliefs.

BELIEF RELAXATION, BELIEF REVISION, AND NEURAL ENTROPY

Previous research has suggested that the entropy-enhancing capability of psychedelics may be important for the decreases in subjective confidence in personally-held beliefs. Bridging the neurobiological underpinnings of the REBUS model with its psychological implications, we found medium-large associations between neural entropy and reductions in negative self-belief confidence during 25 mg psilocybin and 4-weeks later. Due to the small sample size, we are more inclined to draw inferences from the BFs, rather than frequentist p-values, to (cautiously) qualify that these results provide very preliminary evidence in support of the REBUS model. These results are the first to find evidence for an association between the effects of psychedelics on neural entropy and both acute and sustained decreases in negative self-belief confidence.

LIMITATIONS AND FUTURE DIRECTIONS

The present findings should be interpreted in line with their limitations; First, and most pertinent of which being the relatively small sample of 'healthy' volunteers who are less likely to have pathologically overweighted confidence in maladaptive negative self-beliefs than clinical samples. Accordingly, extrapolation of these results to clinical contexts and psychiatric disorders characterized by negative self-beliefs (e.g., anorexia) must await replication in studies with both larger sample sizes and clinical samples. Of note, even within a healthy sample, we observed a decrease in negative self-belief confidence that was associated with improved well-being, which speaks to the prophylactic potential of psychedelics. Second, the present findings may be limited by difficulties surrounding blinding due to psilocybin's acute psychoactive effects. We attempted to control for possible expectancy effects by only including psychedelic naive individuals and a very low dose (1 mg) psilocybin session. Nonetheless, future research using other acutely psychoactive pharmacological agents as controls and designs with additional variable doses of psilocybin will add specificity to the relationship between dosing and belief relaxation and revision. Identification of a "sufficient" dose will be important for therapeutic implementation. Finally, there is likely to be a psychological process (e.g., re-evaluation or reflection of one's beliefs) that facilitates the transition from an experience of REBUS to post-acute REBASthat has not yet been elucidated and will have implications for therapeutic application. To help future research address some of these questions, we utilised these preliminary results to further develop the Relaxed BEliefs Questionnaire (REB-Q;and its self-report counterpart (REB-Q-SR), which provide a structured approach to measuring the psychological assumptions of REBUS. The measures instruct participants to identify their core beliefs and provides an index of confidence change in these self-identified beliefs. The measure can be flexibly adapted for the specific study population, aims, and design. Working versions of the measure and manual are available online (), and we encourage feedback from those wanting to use it in their own studies.

CONCLUSION

In summary, REBUS is a recently proposed model that aims to account for the acute action of psychedelics and their potential to catalyze therapeutic change. In line with the REBUS model, we found that administration of a 25 mg dose of psilocybin was associated with specific decreases in negative self-belief confidence. Following 25 mg psilocybin, we found that decreases in negative self-belief confidence (acute and 4-weeks after 25 mg psilocybin) were strongly associated with participants' acute unitive experience and increases in well-being 4weeks later. These results provide preliminary support for the possibility that the therapeutic action of psychedelics may be linked to their relaxation, and subsequent revision of, overweighted beliefs. Additional research, including that facilitated by REB-Q and REB-Q-SR use and validation, will be necessary to replicate and further elaborate on these findings.

Study Details

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