Antidepressant effects of a psychedelic experience in a large prospective naturalistic sample

This survey study (n=302) explored the effects the naturalistic use of psychedelics (i.e. outside of a clinic) has on symptoms of anxiety and depression, and how various pharmacological, extrapharmacological and experience factors related to outcomes. Measurements were taken at four different time points, with reductions in depressive symptoms observed at 2 and 4 weeks. A medicinal motive, previous psychedelic use, drug dose and the type of acute psychedelic experience were all significantly associated with changes in self-rated QIDS-SR-16.

Authors

  • Carhart-Harris, R. L.
  • Erritzoe, D.
  • Haijen, E.

Published

Journal of Psychopharmacology
individual Study

Abstract

Background: Over the last two decades, a number of studies have highlighted the potential of psychedelic therapy. However, questions remain to what extend these results translate to naturalistic samples, and how contextual factors and the acute psychedelic experience relate to improvements in affective symptoms following psychedelic experiences outside labs/clinics. The present study sought to address this knowledge gap.Aim: Here, we aimed to investigate changes in anxiety and depression scores before versus after psychedelic experiences in naturalistic contexts, and how various pharmacological, extrapharmacological and experience factors related to outcomes.Method: Individuals who planned to undergo a psychedelic experience were enrolled in this online survey study. Depressive symptoms were assessed at baseline and 2 and 4 weeks post-psychedelic experience, with self-rated Quick Inventory of Depressive Symptomatology (QIDS-SR-16) as the primary outcome. To facilitate clinical translation, only participants with depressive symptoms at baseline were included. Sample sizes for the four time points were N = 302, N = 182, N = 155 and N = 109, respectively.Results: Relative to baseline, reductions in depressive symptoms were observed at 2 and 4 weeks. A medicinal motive, previous psychedelic use, drug dose and the type of acute psychedelic experience (i.e. specifically, having an emotional breakthrough) were all significantly associated with changes in self-rated QIDS-SR-16.Conclusion: These results lend support to therapeutic potential of psychedelics and highlight the influence of pharmacological and non-pharmacological factors in determining response. Mindful of a potential sample and attrition bias, further controlled and observational longitudinal studies are needed to test the replicability of these findings.

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Research Summary of 'Antidepressant effects of a psychedelic experience in a large prospective naturalistic sample'

Introduction

Depression treatment advances have been limited since the 1980s, and interest in psychedelic-assisted interventions has re-emerged since the mid-2000s. Earlier controlled trials and population studies have indicated possible antidepressant and anxiolytic effects after one or a few psychedelic doses, and prior work has emphasised the importance of contextual or "set and setting" variables and the quality of the acute psychedelic experience (for example mystical-type experiences, challenging experiences and emotional breakthrough) in mediating longer-term outcomes. This study aimed to extend that literature into a large prospective naturalistic sample by examining changes in depressive and anxiety symptoms before versus after a self-initiated psychedelic experience. Specifically, the investigators tested whether drug dose, motive for use (with a focus on a medicinal motive), prior psychedelic experience and acute experience quality (emotional breakthrough, mystical-type and challenging experiences) predicted symptom change. Depressive symptoms measured by the Quick Inventory of Depressive Symptomatology (QIDS-SR-16) served as the primary outcome, assessed at baseline and 2 and 4 weeks post-experience via an online prospective survey platform.

Methods

This was a prospective naturalistic observational study using an online recruitment and survey platform (Psychedelic Survey). Eligible participants were adults (≥18 years) with good English comprehension who planned to take a psychedelic drug in the near future; planned drugs included classic serotonergic psychedelics and others (psilocybin, LSD/1P-LSD, ayahuasca, DMT/5‑MeO‑DMT, mescaline, salvia, iboga/ibogaine). Participants provided informed consent online, gave an email and expected date of experience, and received emailed survey links timed to four assessment points: about 1 week before the experience (baseline), 1 day after, 2 weeks after and 4 weeks after. The present analyses used data from baseline, 1 day, 2 weeks and 4 weeks. To align the sample with clinical relevance, individuals with minimal depressive symptoms at baseline (QIDS < 6) were excluded, producing an analysis sample of N = 302 at baseline. Key measures included the QIDS-SR-16 (primary outcome) and a short-form Trait Anxiety measure (STAI-T) as the main secondary outcome. Acute experience measures collected one day after the session comprised the Mystical Experience Questionnaire (MEQ), Challenging Experience Questionnaire (CEQ) and Emotional Breakthrough Inventory (EBI). Drug dose was categorised in LSD-equivalents (low to extremely high). Baseline covariates included age, gender, education, nationality, psychiatric history, prior psychedelic use (frequency categories) and motives for use (rated on a 4-point scale), with particular focus on a medicinal motive. Setting variables (retreat, therapeutic framing, recreational framing, number present, presence of a welfare-responsible person) were also recorded. Statistical analyses were performed in Stata 15. Descriptive analyses and Spearman correlations explored bivariate associations. Linear mixed models (LMM) were used to assess change over time and to handle missing data, with time treated as a repeated effect, an unstructured covariance, and a random intercept to model within-subject variance. Models controlled for age, gender and education, and some models included baseline QIDS as a covariate. Predictors evaluated in LMMs included drug dose, medicinal motive and prior psychedelic experience and their interactions with time. A separate LMM examined acute-experience predictors (MEQ, CEQ, EBI) and their interactions with time; because MEQ and EBI were collinear (r = 0.52), secondary models excluded one or the other to assess robustness. Estimated mean changes (M-change) and standardised effect sizes (Cohen's d) were reported; standardised regression coefficients were computed to show predictor effects.

Results

Sample sizes were N = 302 at baseline, N = 182 at 1 day, N = 155 at 2 weeks and N = 109 at 4 weeks. Mean age was 27.4 years (±10.1), 70.9% were male, 74.2% had undergraduate education or higher, and 46% reported a prior psychiatric diagnosis. Baseline mean QIDS was 9.9 (±3.7) and baseline STAI-T was 47.4 (±12.5). Most participants had prior psychedelic experience (about 80% had used more than once). LSD and psilocybin were the most commonly used drugs and a majority took moderate-to-high doses. More than half reported using psychedelics in a therapeutic setting; regarding companionship and support, 39% had others present with guidance, about one-third had others without guidance and about one-third were alone. Predictors of attrition included younger age, lower education, lower conscientiousness and higher extraversion. Primary clinical outcomes showed significant reductions in depressive and anxiety symptoms at 2 weeks, with no further significant change from 2 to 4 weeks. QIDS decreased from baseline to 2 weeks with an estimated M-change = -4.37 (SE = 0.32), p < 0.001, Cohen's d = 1.18; baseline to 4 weeks M-change = -4.17 (SE = 0.37), p < 0.001, Cohen's d = 1.13. STAI-T decreased from baseline to 2 weeks (M-change = -6.17, SE = 0.90, p < 0.001, Cohen's d = 0.49) and from baseline to 4 weeks (M-change = -5.33, SE = 1.05, p < 0.001, Cohen's d = 0.43). When stratified by baseline depression severity, all groups showed significant QIDS reductions from baseline to 2 weeks and little change from 2 to 4 weeks. Participants with moderate depressive symptoms decreased to a mean of M = 6.97 (SE = 0.62) at 2 weeks (p < 0.001; Cohen's d = 1.52). Those with severe baseline symptoms decreased to M = 6.34 (SE = 1.00) at 2 weeks (p < 0.001; Cohen's d = 3.28); a non-significant increase in the severe group from 2 to 4 weeks suggested a tendency toward symptom recurrence (M-change = 2.19, SE = 1.32, p = 0.096). In a subsample with moderate-to-severe baseline symptoms, very large effect sizes were reported (Cohen's d = 2.4 at 2 weeks and d = 2.1 at 4 weeks). Predictor analyses for change in QIDS from baseline to 2 weeks identified several significant associations after controlling for age, gender, education and baseline QIDS. Having a stronger medicinal motive was associated with larger reductions in depressive symptoms (interaction B = -0.991, standardised β = 0.316, p = 0.002). Higher drug dose predicted larger decreases (B = -0.824, β = 0.196, p = 0.029). Conversely, greater lifetime prior psychedelic use predicted smaller decreases in depressive symptoms (B = 0.508, β = 0.213, p = 0.033). In models testing acute experience measures, the Emotional Breakthrough Inventory score predicted greater reductions in QIDS (interaction B = -0.024, β = -0.201, p = 0.039). The MEQ was not a significant predictor in models that included the EBI, and when the EBI was excluded the MEQ remained non-significant (B = -0.026, β = -0.155, p = 0.095); the MEQ and EBI displayed collinearity (r = 0.52).

Discussion

Nygart and colleagues report that, in this large prospective naturalistic sample, self-initiated psychedelic experiences were followed by large reductions in depressive symptoms and moderate reductions in trait anxiety at 2 and 4 weeks. The magnitude of depressive symptom change (Cohen's d ≈ 1.1 overall; larger in those with more severe baseline symptoms) was noted to be comparable to effect sizes reported in controlled trials, prompting the authors to suggest that some beneficial outcomes seen in clinical settings may translate into real-world use under certain circumstances. The investigators highlight several predictors consistent with prior work on context and acute experience. Higher psychedelic dose and having a medicinal motive were associated with greater improvement, while greater prior lifetime psychedelic exposure predicted smaller improvements. Emotional breakthrough during the acute session was the only acute-experience measure that significantly predicted 2-week antidepressant response when included alongside the MEQ and CEQ; the MEQ did not independently predict response in models that included the EBI, an outcome the authors attribute in part to collinearity between mystical- and emotional-breakthrough measures. The discussion situates these findings within existing literature linking intensity and specific qualities of the acute psychedelic experience to therapeutic outcome, and emphasises psychological insight and emotional processing as plausible mediators. The authors acknowledge several limitations inherent to the naturalistic uncontrolled design. The sample was self-selected, skewed young, male and well educated, and many participants were experienced psychedelic users; these factors limit generalisability and may bias results. Attrition was substantial and may have introduced bias despite analyses showing that acute-experience quality and depressive symptom severity did not predict dropout; demographic and personality variables did predict attrition. The absence of a control group, potential expectancy effects linked to medicinal motives, and reliance on self-report instruments were also noted. The researchers therefore advise caution in interpreting causality and call for further controlled and longitudinal observational studies to replicate and extend these findings. Finally, the authors reflect on implications: while the results add naturalistic evidence supporting therapeutic potential and underscore the importance of dose, motive and acute experiential factors, they recommend careful public messaging about context-dependency and safety as policy and decriminalisation debates progress.

Conclusion

The study concludes that naturalistic psychedelic experiences were associated with robust reductions in depressive symptoms and moderate reductions in trait anxiety at 2 and 4 weeks among participants with baseline depressive symptoms. Larger improvements were predicted by higher drug dose, a stronger medicinal motive, fewer prior psychedelic uses and experiencing an emotional breakthrough during the session. Given the uncontrolled and self-selected nature of the sample and substantial attrition, the authors emphasise that these data are vulnerable to bias and that controlled and further observational research is needed to confirm and clarify these associations.

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INTRODUCTION

Since the approval of the first selective serotonin reuptake inhibitors (SSRIs) in the 1980s, major breakthroughs in the treatment of depression have been relatively sparse. A decades-long hiatus on clinical trial research with psychedelic ended in 2006. Since then, supportive evidence for psychedelicassisted therapy has begun to accrue promising results, particularly in the treatment of depressive and anxiety symptoms and disorders. Notably, improvements in symptom severity have been observed several months after just one or two isolated doses of the drug. A number of randomised controlled trials have now been performed, with one direct SSRI comparator trial finding psychedelic therapy to compare very favourably in multiple domains. Population studies, indirectly examining the effects of psychedelic-use, have found lower suicide and mental disorders rates in 'recent' psychedelic users versus a matched sample. Psychedelic therapy is generally conceived of as a combination therapy, requiring both the pharmacological action of the drug and adjunctive psychological and environmental support. Contextualor extrapharmacologicalvariables impinging on psychedelic experiences were referred to as 'set' and 'setting' in the early 1960s, where 'set' refers to any prior psychological states and traitsplus expectations, and 'setting' refers to the external environmental context. Set and setting variables have been shown to influence both acuteand subsequent longer-term outcomes linked to psychedelic use. Specific predictive factors that can be regarded and qualifying as 'set' under a liberal definition of the construct -as an individual's 'prior psychology' going into a psychedelic experience -include trait absorption, psychopathology, opennessand attachment style. Extending the definition even further to include demographic factors, age, genderand previous psychedelic experience) could be included. Predictive 'state' factors include intention, readiness for psychological surrender, pre-occupation, anxiety, a sense of trustand rapport with those present, as well as apprehensive and confused psychological states. As expected, drug dosage is positively correlated with effects intensity, with some suggestions on an upper threshold or 'ceiling' in terms of 'mystical-type experiences' in healthy volunteers. Predictive 'setting' factors include the existence of music, other people, non-defined 'distractions', whether the psychedelic is taken in a structured and supportive environmentand whether it is taken in a neuroimaging setting. It is logical that the influence of setting factors depends much on how they are related to, creating overlap in this regard between set and setting, which may justify them being referred to more generally as 'contextual'or 'relational' variables. An important principle of a context-dependent or relational approach to psychedelics is that the psychedelic experience itself is an important mediator of subsequent therapeutic outcomesand there is much evidence to support this. Specifically, a number of studies have found that 'peak' or 'mystical' -type experiences, which feature feelings of unity, transcendence of time, space and self, and positive mood, are predictive of subsequent positive therapeutic outcomes. Another salient dimension of the psychedelic experiences is the challenging experience (CE), which includes feelings of paranoia, anxiety, insanity and grief. High ratings for CE have been associated with both worsenedand improved long-term mental health outcomes. These contradictory findings are likely explainable by whether a period of psychological challenge results in a psychological insightful therapeutic breakthrough or not. The emotional breakthrough inventory (EBI) was devised to address this important qualification, and it has been found to add an important third component to predictive models that assess acute mediators of long-term outcomes linked to psychedelic use. Having an emotional breakthrough is often accompanied by personal and interpersonal psychological insights. Psychological insight is a wellknown facet of the psychedelic experience and a common goal of the therapeutic process towards healing. Recently, studies show how personal insights during a psychedelic experience are associated with positive therapeutic outcomes in relation to depression and anxiety, racial traumaand alcohol abuseand that psychological flexibility seem to mediate effects. More recent work has found that psychological insight assessed soon after a psychedelic experience (using the brief 'psychological insight scale (PIS)') mediates the relationship between emotional breakthrough and improved mental health. Some of the present authors recently published on the merits of pragmatic trials, real-world evidence and novel (e.g. digital and naturalistic) approaches to data collection on psychedelic use. The obvious advantage of wellcontrolled research is the strength of inferences that can be drawn from high-quality data, but the strength of more explorative research study designs is the superior depth, richness and ecological validity of the data they can yield. Few naturalistic studies have investigated changes in major psychiatric symptom domains such as depression and anxiety before versus after a psychedelic experience in a prospective fashion. The primary aim of this study was to examine changes in anxiety and depression 2 and 4 weeks after a self-initiated psychedelic experience, and to investigate whether dosage, motive for use, prior psychedelic experience and the quality of the acute psychedelic experience would be predictive of therapeutic outcomes. Specifically, we hypothesised that having an emotional breakthrough and a 'mystical type' experience would be positively related to subsequent therapeutic improvements. We use prospective (i.e. before vs after) digital data collection via an online website 'psychedelicsurvey.com'. Depressive symptoms served as the primary outcome and were assessed with the selfrated Quick Inventory of Depressive Symptomatology (QIDS-SR-16).

STUDY PROCEDURE

The present naturalistic observational study used online data collection in a prospective fashion via the website Psychedelic Survey (). Inclusion criteria for participants were: (1) at least 18 years old, (2) good comprehension of the English language and (3) planning to take a psychedelic drug (psilocybin/magic mushrooms/truffles, LSD/1P-LSD, ayahuasca, DMT/5-MeO-DMT, salvia divinorum, mescaline or iboga/ibogaine) in the near future. Based on the a priori research questions of most interest, the present analyses used data from four of the five surveys conducted. The following time points were included: (1) 1 week prior to the planned psychedelic experience (baseline), (2) 1 day post-experience, (3) 2 weeks postexperience and (4) 4 weeks post-experience. For a full overview of the study design, see.

DISSEMINATION OF THE SURVEY AND PARTICIPANT RECRUITMENT

Participants were recruited to the survey through online advertisement posted on Facebook groups, Twitter pages, email newsletters and online drug forums. At the recruitment website, participants were informed about the study and reassured about the anonymity of their responses and that they could withdraw from the study at any time. Participants gave informed consent via button press at the end of an information page and were invited to sign up on the website. Individuals were asked to provide their email address and the date on which they expected to have their psychedelic experience. An emailing system was programmed to send out emails with links to the online survey at the different time points according to the date of the psychedelic experience. All participants were given a unique identification number (ID) that made it possible to identify and link multiple survey responses of one individual, while protecting anonymity.

MEASURES

Outcome measures. The primary outcome was change in severity of depressive symptoms measured by the QIDS-SR-16 henceforth abridged to just the 'Quick Inventory of Depressive Symptomatology (QIDS)'from baseline to 2 and 4 weeks after a self-initiated psychedelic experience -'postexperience'. The QIDS measures depressive symptoms by 16 items assessed on a 4-point Likert-scale with a maximum score of 27 points. The inventory is widely used and has shown acceptable psychometric properties and high validity. Using established cut-off values, QIDS scores were used to divide participants into separate four groups with regard to presence/severity of depression: 0-5 (none), 6-10 (mild), 11-15 (moderate) and 16-27 (severe/very severe). In the present study, we excluded participants with no depressive symptoms (QIDS < 6) at baseline, thereby generating a study sample of participants with mild-to-severe symptoms at baseline (N = 302). This was done to aid translation to populations of individuals with depressive symptoms. Internal consistency reliability was excellent ('baseline' measure: Cronbach's alpha = 0.982; '2-week follow-up' measure: Cronbach's alpha = 0.994; '4-week follow-up' measure: Cronbach's alpha = 0.995). The main secondary outcome was Trait Anxiety measured using a short form of the Spielberger State-Trait Anxiety Inventory (STAI-T), which includes six items asking how one feels 'in general'. The measurement is derived from the widely used 20-item Spielberger State-Trait Anxiety Inventory (STAI) and has shown to possess satisfactory concurrent validity. The possible range of scores on the STAI-T is 20-80. A score of 40+ is used as a cut-off for clinical anxiety in the state version of the STAI. Internal consistency reliability was excellent ('baseline' measure: Cronbach's alpha = 0.921; '2-week follow-up' measure: Cronbach's alpha = 0.971; '4-week follow-up' measure: Cronbach's alpha = 0.973). Covariates. At baseline, participants were asked to provide demographic information regarding their: age, gender, education, nationality and psychiatric history. Participants were also asked about their previous psychedelic drug use with the following options: 'Never', 'Only once', '2-5 times', '6-10 times', '11-20 times', '21-50 times', '51-100 times' and 'More than 100 times', and what their motives or intentions were for the experience with the options: fun/recreational/party, therapeutic/ personal growth, medicinal, spiritual experience, religious experience, curiosity, social, connection with nature, to escape from difficult emotions and to confront difficult emotions. Participants rated each motive on a 4-point scale from 'not at all', 'somewhat', 'moderately' to 'very much'. We chose only to investigate Medicinal Motive as a predictor of therapeutic outcome as this was most relevant in the present study for investigating clinical outcomes of a psychedelic experience. One day after the experience, participants were asked what type of psychedelic they took. Options included: LSD/1P-LSD, psilocybin, ayahuasca, DMT/5-MeO-DMT, mescaline (Peyote, San Pedro), iboga/ibogaine or other. Drug doses were reported in LSD equivalents and defined as: low dose = no more than 0.5 tab/50 μg of LSD, a moderate dose = no more than 1 tab/100 μg of LSD, a high dose = no more than 2 tabs/200 μg of LSD, a very high dose = no more than 3 tabs/300 μg of LSD and an extremely high dose = more than 3 tabs/300 μg of LSD. Furthermore, participants completed measures of the acute psychedelic experience: Mystical Experience Questionnaire (MEQ), Challenging Experience Questionnaire (CEQ) and Emotional Breakthrough Inventory (EBI). The MEQ was used to measure mystical type experiences and consists of 30 items covering four subscales (mystical, positive mood, transcendence of time and space, and ineffability), rated on a 6-point Likert-scale from 0 = 'not at all' to 5 = 'extreme (more than any other time in my life and stronger than 4)'. For this study, we used a total scale mean score and internal consistency reliability was good (Cronbach's alpha = 0.846). The CEQ consists of 26 items measuring seven subscales (fear, grief, physical distress, insanity, isolation, death and paranoia) relating to CEs during the acute psychedelic experience, rated on a 6-point Likert-scale from 0 = 'not at all' to 5 = 'extreme' (more than any other time in my life and stronger than 4). For this study, we used a total scale mean score and internal consistency reliability was good (Cronbach's alpha = 0.835). The EBI consists of six items rated on a visual analogue scale (0-100) with zero defined as 'no, not more than usually' and 100 defined as 'Yes, entirely or completely', measuring the overcoming of challenging emotions and experience of an emotional breakthrough. Internal consistency reliability for the EBI was good (Cronbach's alpha = 0.875). Aspects of the setting of the psychedelic experience were assessed in the third survey, using the following items: 'Did your experience take place within a psychedelic drug retreat?', 'Was the setting designed and/or prepared with a therapeutic objective in mind?' and 'Was the setting more designed and/or suited for a recreational and/or social occasion, such as a party?', which were all answered with either yes or no. Furthermore, the question was asked -how many people were present during the majority of the experience? Options included: '1 (only myself)', 'between 2 and 5', 'between 6 and 15', 'between 16 and 30', 'between 31 and 100' and 'more than 100'. In addition, it was asked whether individuals were present who took responsibility for the welfare of the participant during the psychedelic experience, which was answered with either 'yes' or 'no'.

STATISTICAL ANALYSIS

Statistical analyses were performed using the 'Stata 15' statistical package. Initially, descriptive and explorative analyses were conducted to examine marginal changes over time in QIDS and STAI-T and to investigate the correlation between QIDS and STAI-T scores at baseline and change scores. Explorative analysis using spearman correlations was done to assess the bivariate associations between predictor variables and QIDS and STAI-T, respectively. In the first analysis, we examined changes in QIDS and STAI-T 2 and 4 weeks after the psychedelic experience. Linear mixed modelling (LMM) was used for its ability to handle missing data. LMM can include multiple covariates and analyse repeated measurements with unequal observations at the follow-ups using all existing data. LMM analyses were performed with either QIDS or STAI-T included as the dependent variable. Based on previous work, age, genderand educationwere included as covariates to control for potential confounding effects on depression and anxiety scores. Each of the models additionally contained time as a repeated effect, with an unstructured covariance design, and a random intercept to explain within-subject variance. As a function of the coefficient (B) from the LMM, predictive margins were calculated using the 'margins' command in Stata, which calculates average adjusted changes in QIDS and STAI-T from baseline to follow-ups and the average estimated changes on QIDS within severity of depressive symptoms at baseline as a covariate. Estimated mean QIDS and STAI-T scores are reported as 'M' and estimated changes in QIDS and STAI-T scores between timepoints are reported as 'M-change'. Since QIDS and STAI-T were significantly correlated, we used the QIDS as primary therapeutic outcome for further analysis. To investigate how QIDS changes within severity of baseline depressive symptoms, we first analysed changes in QIDS stratified on baseline QIDS scores. This model included time as a repeated effect and a fixed part: baseline QIDS score as main effect, the interaction effect with time, the above-mentioned confounder variables and a random intercept. A weighted effect size (Cohen's d) was calculated using the estimated changes in QIDS and STAI-T (M-change) divided by baseline standard deviation. In the second part of the analysis, we investigated predictors of changes in QIDS scores. Based on the previous work, drug dose, motiveand previous psychedelic experiencewere included as potential predictor variables. The LMM included QIDS as the dependent variable, time as a repeated effect and a fixed part: predictor variables of interest as main effects; drug dose, having a medicinal motive and number of previous psychedelic experiences, their interaction effects with time and a random intercept. The model was controlled for potential confounders; age, gender, education and baseline QIDS scores. To investigate the effects of the acute psychedelic experience on changes in QIDS, another LMM was fitted that included QIDS as the dependent variable, time as a repeated effect and a fixed part: MEQ, CEQ and EBI as main effects, their interaction effects with time and a random intercept. The model was controlled for potential confounders: gender, age and education. Due to a collinearity between the MEQ and EBI (r > 0.50, p < 0.001), two secondary models were run: one in which the MEQ was excluded and one in which the EBI was excluded from the analysis. To show the effect of predictor variables, a standardised regression coefficient was calculated by multiplying the coefficient (B) by the ratio of the standard deviation of the independent variable and the dependant variable.

SAMPLE CHARACTERISTICS

Sample sizes for the four time points were N 1 = 302, N 2 = 182, N 3 = 155 and N 4 = 109, respectively. Tableshows demographic information collected at baseline including age, gender, education, nationality, psychiatric history, previous use of psychedelics, medicinal motive and baseline symptoms of depression and anxiety, respectively. Mean age was 27.4 ± 10.1 years. Most participants were from the United States or the United Kingdom. The sample was majority male (70.9%), and most participants had completed an undergraduate university degree or higher (74.2%). Forty-six percent reported being previously diagnosed with a mental illness. At baseline, mean QIDS scores were 9.9 (6-10 = mild depression, 11-15 = moderate) ± 3.7, and mean STAI-T scores were 47.4 ± 12.5. The samples were relatively experienced with psychedelics, with 80% reporting having tried psychedelics more than once. Around 42.7% rated that they had a moderate or strong medicinal motive for the psychedelic experience. Tableshows data from time point 2 (1 day after the experience) including information on psychedelic drug type and drug dose and setting. LSD and psilocybin were the main drugs used with a majority of participants taking a moderate-to-high dose. More than half of the participants reported taking psychedelics in a therapeutic setting, with the remainder taking the psychedelic in a recreational/social setting or in another setting. The majority took psychedelics with others and guidance (39%), one-third took the psychedelic with others but without guidance and onethird were entirely alone for their experience. Predictors of attrition in the full study sample were found among demographic variables, including age and educational level, as well as personality traits. Specifically, low conscientiousness and high extraversion were the strongest predictors of dropout (β = -0.079, p = 0.024) and (β = 0.082, p = 0.012), respectively. Neither the quality of the acute experience nor psychedelic-induced long-term psychological changes predicted study attrition, see, for a thorough coverage of this matter.

MEAN CHANGES IN SELF-REPORTED CLINICAL SYMPTOMS

Tableand Figureshows predicted margins of changes in self-reported clinical symptoms (QIDS and STAI-T) at 2 and 4 weeks post-experience (see Tablein Supplemental Appendix for main effects of time and covariates). QIDS scores were significantly reduced from baseline to 2 weeks post-experience (M-change = -4.37, SE = 0.32, p < 0.001, Cohen's d = 1.18, Table), with no further change from 2 to 4 weeks post-experience (M-change = 0.19, SE = 0.34, p = 0.567, Cohen's d = 0.06, Table). From baseline to 4 weeks post-experience QIDS scores reduced significantly (M-change = -4.17, SE = 0.37, p < 0.001, Cohen's d = 1.13, Table). Likewise, STAI-T scores were significantly reduced from baseline to 2 weeks post-experience (M-change = -6.17, SE = 0.90, p < 0.001, Cohen's d = 0.49, Table), with no further significant changes from 2 to 4 weeks post-experience (M-change = 0.84, SE = 0.92, p = 0.364, Cohen's d = 0.08, Table). From baseline to 4 weeks post-experience, STAI-T scores decreased significantly (M-change = -5.33, SE = 1.05, p < 0.001, Cohen's d = 0.43, Table). Tableshows changes in QIDS stratified by baseline QIDS scores grouped according to severity of depressive symptoms (see Tablein Supplemental Appendix for main effects of time and effect estimate of the interaction between baseline QIDS score and time (2 and 4 weeks post-psychedelic experience)). All groups exhibited significant reductions in QIDS scores from baseline to 2 weeks post-experience with little or no significant changes from 2 to 4 weeks post-experience. Most significantly, participants with moderate and severe depressive symptoms at baseline decreased to a level of mild depressive symptoms at 2 weeks (i.e. a decrease to M = 6.97 (0.62), p < 0.001 from moderate symptoms at baseline (Cohen's d = 1.52) and a decrease to M = 6.34 (1.00), p < 0.001 from severe symptoms at baseline (Cohen's d = 3.28), Table). Although not significant, there was an increase in QIDS scores from 2-to 4-week follow-up in the participants with severe depressive symptoms at baseline (M-change = 2.19 (1.32), p = 0.096, Cohen's d = 0.73, Table), indicating a tendency for recurrence of symptoms at the 1-month timepoint. Cohen's d analysis of QIDS changes and associated effect sizes was conducted in a sub-sample of participants with Absolute frequencies and the percentages corresponding to the absolute frequencies are shown. a Drug dose was reported in LSD equivalents; low dose = no more than 0.5 tab/50 μg of LSD, a moderate dose = no more than 1 tab/100 μg of LSD, a high dose = no more than 2 tabs/200 μg of LSD, a very high dose = not more than 3 tabs/300 μg of LSD and an extremely high dose = more than 3 tabs/300 μg of LSD. moderate-to-severe depressive symptoms at baseline: N = 111 at baseline, N = 81 at 2 weeks and N = 56 at 4 weeks. Effect sizes were especially large at 2 weeks (Cohen's d = 2.4) and 4 weeks (Cohen's d = 2.1).

CLINICAL PREDICTORS OF CHANGES IN DEPRESSIVE SYMPTOMS

In the second analysis, we investigated predictors of changes in QIDS scores from baseline to 2 weeks post-experience. The 4-week follow-up was not assessed given that no significant changes in QIDS were observed between 2 and 4 weeks in these groups (see Table). Results from the LMM analysis of clinically relevant predictor variables, that is, previous psychedelic use, medicinal motive and drug dose are shown in Table. Across the sample, having a medicinal motive had the strongest effect on changes in depressive symptoms reflected by a significant interaction between time and ratings of medicinal motive (B = -0.991, β = 0.316, p = 0.002), meaning that being more medicinally motivated was associated with larger decreases in depressive symptoms. In addition, higher drug doses were found to be associated with larger decreases in depressive Changes in QIDS Changes in STAI-T symptoms (B = -0.824, β = 0.196, p = 0.029). Previous psychedelic use was associated with changes in symptoms in the opposite direction (B = 0.508, β = 0.213, p = 0.033), meaning that more lifetime experience with psychedelics was associated with smaller decreases in depressive symptoms. These predictive models were corrected for age, gender, education and baseline QIDS scores.

ACUTE PSYCHEDELIC MEASURES MEDIATING CHANGES IN DEPRESSIVE SYMPTOMS

Another model was run to investigate measures of the acute experience as predictors of change in QIDS from baseline to 2 weeks post-experience in a subsample of participants with mild-to-severe depressive symptoms. Result from the LMM including acute experience measures of emotional breakthrough (EBI), challenging (CEQ) and mystical-type (MEQ) experiences are reported in Table. Across the sample, only the EBI significantly predicted changes in QIDS from baseline to 2 weeks after the experience, reflected by a significant interaction between EBI scores and time (B = -0.024 (0.01), β = -0.201, p = 0.039). This interaction was not significant in the model including MEQ, can be explained by the multicollinearity between the EBI and the MEQ (r = 0.52, p < 0.001). A third model excluding the EBI found the MEQ to have an insignificant effect on changes in QIDS (B = -0.026, β = -0.155, p = 0.095).

DISCUSSION

This study is among the largest naturalistic study to prospectively assess changes in symptoms of depression and anxiety in a sample of participants with symptoms of depression following a psychedelic experience. Significant reductions in both depression and anxiety scores following a self-initiated psychedelic experience were detected at both 2 and 4 weeks after the psychedelic experience. These results are in line with both early and more recent psychedelic studies that have highlighted promising therapeutic effects of psychedelics -particularly in relation to psychedelic-assisted psychotherapy. A systematic review of the first era (1950s-1960s) of psychedelic trials in mood disorder symptoms recently concluded, among 423 individuals in 19 studies, 335 (79.2%) showed 'clinicianjudged improvement' after treatment with psychedelics. These trials were of a period prior to the establishment of validated measures and quantitative response criteria, but more recent experimental and cross-sectional studies have lent support to the merits of psychedelic therapy for depression, with two notable recent controlled trials finding response rates exceeding 70%. These trials supplement a number of lab-based experimental studies conducted in the last 10 years that have found consistent positive results in favour of the therapeutic potential of psychedelic therapy for treating symptoms of depression and anxiety. Specifically, controlled trials involving both inert and active comparators, such as first-line standard of care (an SSRI course) plus psychological support in one recent trial, serve to highlight the robust and reliable antidepressant and anxiolytic effects of psychedelic therapy. In the current study, reductions in depressive symptoms from baseline to 2-week follow-up were found to be large by convention (Cohen's d = 1.2) and were comparable to those seen in controlled studies (e.g.when assessing a comparably severe subsample, that is, Cohen's d of 2.1-2.4 in those with moderate-to-severe depressive symptoms at baseline. Provocatively, these results imply that it is possible to achieve comparable efficacy via 'naturalistic' use of psychedelics to what has been observed in controlled trials. It remains possible that the present study's sample sought to emulate some of the methods of the controlled research, such as having a 'sitter' or 'guide', listening to music and having individual and community support before and after their experience. A secondary aim of the present study was to explore potential predictors of response. Higher drug doses were found to be predictive of larger changes in depressive symptoms. This result accords with those from a previous study that found significantly larger increases in long-term well-being after a high dose of psilocybin compared with a low dose. Higher doses are more likely to produce the intensity and quality of acute experience) that seems to be important (if not necessary) for robust therapeutic outcomes. Consistent with previous findings and current and long-standing assumptions about the context-dependency of psychedelic outcomes, having medicinal motives for use was associated with larger improvements in depressive symptoms and trait anxiety. This was true even after adjustment for baseline depressive symptoms. Medicinal motives are likely to be related to positive prior expectancy, a major component of the action of all effective treatments, including placeboand SSRIs. Positive expectancy has recently come under the spotlight in psychedelic research where for example, belief about receipt of a psychedelic appears to be major driver of outcomes. Whether expectancy is a (justifiably or experimentally) extricable component of any treatment, not just psychedelic therapy, is a question worthy of some thought. The present results showed that having emotional breakthrough during the acute psychedelic experience was significantly associated with a larger decrease in depressive symptoms. Although the effect estimate was small, this finding supports recent work by our group that emotional breakthrough during the acute psychedelic experience is reliably predictive of subsequence improvements in mental health outcomes. Indeed, we have now seen this in both healthy participants, individuals with eating disordersand individuals with depression in a recent controlled trial. Thus, the present results indicate that measuring specific therapeutic facets of the acute experience such as emotional breakthrough is important in order to understand the therapeutic process and mediating factors. Another salient facet of the subjective psychedelic experience is the gain of new insight duringand after the psychedelic experience. Insight experiences have previously been found to correlate with positive outcomes after psychedelic use in a lab-based study of depressed patientsand in a cross-sectional survey study of participants with anxiety and depression in which the psychological insight questionnaire (PIQ) was used. Moreover, in our recent double-blind randomised controlled trial, sub-acute psychological insight was found to mediate the relationship between emotional breakthrough and improvements in depression -using a new scale to measure insight that is, the psychological insight scale (PIS). The EBI, PIQand PIShave several similarities as they aim to measure knowledge gained through a psychedelic experience leading to mental health improvements. The EBI measures the acute emotional experience and processing of difficult emotions and memories, whereas the PIQ measures the process of meaning-making within the psychedelic experience and emotional processing leading to new insights in a broader sense: awareness of life purpose, goals, coping techniques, etc. Thus, the PIQ seems to capture a more integrative aspect of the psychedelic experience. Similarly, the PIS is a measure intended to be used at least 1 day after an acute psychedelic experience -where it can have prognostic predictive power. The current study did not include the PIQ as it was not published when we collected the present data; thus, further research is needed to explore the relationship between these two measures (i.e. the PIQ and PIS), as well as to utilise the new psychological insight scale, the PIS. Unlike in previous studies, the MEQ was not significantly predictive of response in this study. However, it is possible that the mystical-type experience has a core dimension -for example, a sense of the interconnectedness of things, also known as 'the unitive experience' -that could perform well in predictive models, while being amenable to a mechanistic understanding. Given the consistent performance of the MEQ as mediator of therapeutic outcomes in a range of populations, we do not advocate abandoning it, as it seems to be capturing something functionally important; however, we wonder whether there may be scope for revising how it is used or for supplementing it with measures of emotional breakthrough and psychological insight. naturalistic ones, where the sample is likely to be skewed towards psychedelic 'advocates', who may also be biased via past use, for example, more than half of the participants had with a history of more than six prior uses of psychedelics. The majority of participants enrolled in the present study were young (mean age was 27), male (i.e. 71%) and well-educated. In addition, the survey design required participants to be planning a psychedelic experience in the near future, which might have excluded individuals using psychedelics in a more spontaneous manner, who may for example, through poor preparation, be more vulnerable to negative outcomes. The large attrition rate observed in the present study is another limitation that may have created a bias towards those who were more motivated with procedures and thus, likely to respond -and favourably in relation to psychedelics. Rare cases of iatrogenesis may be overlooked due to an attrition bias, that is, loss to follow-up. This possibility is entirely speculative, however. Partially alleviating the concern of an attrition bias, another study from our lab investigated predictors of attrition (i.e. 'drop out') rate in the same sample being reported on here and found no relationship between attrition and depressive symptoms (QIDS) or ratings of CE (CEQ). Consistent with what is known about attrition in research studies more generally, younger age and lower educational levels were predictive of drop-out.

CONCLUSIONS

In summary, the present naturalistic study supports clinical trials and cross-sectional data favouring the therapeutic potential of the psychedelic experience. Robust reductions in both depressive symptoms and anxiety levels were found from baseline to 2 and 4 weeks following a naturalistic psychedelic experience. Higher psychedelic dose, being more medicinally motivated, having had fewer previous psychedelic experiences and having an emotional breakthrough during the drug experience were all predictive of larger mental health improvements. Despite the inherent limitations of a naturalistic and uncontrolled design, this study adds valuable evidence to the literature supporting the therapeutic potential of psychedelics, which bear specific relevance to current legalisation and decriminalisation initiatives. However, we caution that these data are vulnerable to bias. Indeed, it remains essential to use precautionary messaging regarding the context-dependency of the safety and efficacy profile of psychedelic drugs.

Study Details

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