LSDLSDPsilocybin

Double-blind comparison of the two hallucinogens psilocybin and dextromethorphan: similarities and differences in subjective experiences

This double-blind, placebo-controlled study (n=20) with psilocybin (10, 20, 30mg/70kg) and DMX (400mg/70kg) finds very similar subjective effects between the two drugs. The visual, mystical, and insightful effects were more pronounced with psilocybin, disembodiment with DMX.

Authors

  • Carbonaro, T. M.
  • Hurwitz, E.
  • Johnson, M. W.

Published

Psychopharmacology
individual Study

Abstract

Rationale Although psilocybin and dextromethorphan (DXM) are hallucinogens, they have different receptor mechanisms of action and have not been directly compared.Objective This study compared subjective, behavioral, and physiological effects of psilocybin and dextromethorphan under conditions that minimized expectancy effects.Methods Single, acute oral doses of psilocybin (10, 20, 30 mg/70 kg), DXM (400 mg/70 kg), and placebo were administered under double-blind conditions to 20 healthy participants with histories of hallucinogen use. Instructions to participants and staff minimized expectancy effects. Various subjective, behavioral, and physiological effects were assessed after drug administration.Results High doses of both drugs produced similar increases in participant ratings of peak overall drug effect strength, with similar times to maximal effect and time-course. Psilocybin produced orderly dose-related increases on most participants rated subjective measures previously shown sensitive to hallucinogens. DXM produced increases on most of these same measures. However, the high dose of psilocybin produced significantly greater and more diverse visual effects than DXM including greater movement and more frequent, brighter, distinctive, and complex (including textured and kaleidoscopic) images and visions. Compared to DXM, psilocybin also produced significantly greater mystical-type and psychologically insightful experiences and greater absorption in music. In contrast, DXM produced larger effects than psilocybin on measures of disembodiment, nausea/emesis, and light-headedness. Both drugs increased systolic blood pressure, heart rate, and pupil dilation and decreased psychomotor performance and balance.Conclusions Psilocybin and DXM produced similar profiles of subjective experiences, with psilocybin producing relatively greater visual, mystical-type, insightful, and musical experiences, and DXM producing greater disembodiment.

Unlocked with Blossom Pro

Research Summary of 'Double-blind comparison of the two hallucinogens psilocybin and dextromethorphan: similarities and differences in subjective experiences'

Introduction

Classic serotonergic psychedelics (serotonin 2A receptor agonists) such as psilocybin and dissociative hallucinogens (NMDA receptor antagonists) such as dextromethorphan (DXM) differ in primary pharmacology but may produce overlapping subjective effects. Earlier blinded work had found that a high oral dose of DXM (400 mg/70 kg) produced subjective profiles similar to those of classic hallucinogens on a range of self-report measures, yet relatively little work has directly compared the acute neurocognitive effects of classic and dissociative hallucinogens in the same participants. Barrett and colleagues designed a double-blind, placebo-controlled, within-subjects complete-crossover study to compare dose-dependent neurocognitive effects of oral psilocybin (10, 20, and 30 mg/70 kg) with a single high oral dose of DXM (400 mg/70 kg). The investigators tested two primary hypotheses: that DXM would produce greater impairments than psilocybin on psychomotor, memory, and executive-function tasks, and that psilocybin would produce greater effects on a visual-perception task given its known visual network effects.

Methods

This report uses cognitive assessment data collected as part of a larger double-blind, placebo-controlled, complete-crossover study. Twenty medically and psychiatrically healthy adult volunteers (11 females; mean age 28.5 years, range 22–43) with substantial prior use of both classic and dissociative hallucinogens were enrolled. Exclusion criteria included current substance dependence (except nicotine and caffeine), significant medical or psychiatric disorders, personal or immediate family history of psychosis or bipolar disorder, and pregnancy or lactation. Study procedures had institutional review board approval and were registered on ClinicalTrials.gov. Each participant completed five blinded drug sessions in a counterbalanced 5-order Williams design: placebo, DXM 400 mg/70 kg, and psilocybin 10, 20, and 30 mg/70 kg. Sessions were spaced to ensure washout between administrations; participants undertook two preparatory visits with practice on the cognitive tasks. Capsules were administered in a comfortable, monitored, living-room-like setting; participants reclined with eyeshades and music between testing intervals. Urine screening for recent cocaine, benzodiazepine, and opioid use was required before sessions. Blinding was maintained by informing participants that a wide range of possible drug conditions might be given. Neurocognitive assessment comprised a battery of validated tasks targeting psychomotor performance, working memory, episodic memory, executive function/associative learning, global cognition, and visual perception. Tasks included the Penn Computerised Neurocognitive Battery (CNB) components (motor praxis, Penn Line Orientation Test), a letter N-back working-memory task, a word-encoding/recall/recognition episodic memory task analysed with dual-process signal-detection and ROC methods, the digit symbol substitution task (DSST) for associative learning and executive function, and the Mini–Mental State Examination (MMSE) for gross cognitive impairment. Some tasks (MMSE, N-back, PLOT) were administered only once per session; others were repeated hourly. Timing of each task relative to peak subjective effects is reported. Statistical analyses used mixed-effects repeated-measures ANOVA or ANCOVA models, with responses nested within participant. For most cognitive outcomes the average motor praxis response time at the corresponding assessment period was included as a covariate to control for general psychomotor slowing. Models were estimated with lme4/lmerTest in R and multiple comparisons were corrected using Tukey’s method. The paper reports missing-data patterns: four volunteers were unable to complete cognitive assessments in the DXM condition due to impairing effects, three were unable to complete assessments in the 30 mg/70 kg psilocybin condition, and several isolated missing baseline or task data points occurred; partial data were retained where possible.

Results

Gross motor tasks and overall strength of drug effect. Both the circular lights (hand–eye coordination) and balance tasks showed clear time- and dose-dependent drug effects. DXM produced greater impairment than the 10 and 20 mg/70 kg psilocybin conditions on the circular lights task and greater impairment than any psilocybin dose on the balance task. Peak monitor-rated strength of observed drug effects differed from placebo for all active conditions, and the 10 mg/70 kg psilocybin condition produced lower peak strength ratings than 20 and 30 mg/70 kg psilocybin and DXM. Psychomotor slowing was evident: there was a main effect of drug condition on motor praxis response time (F[4] = 6.52, p < 0.001), with slower responses during 20 and 30 mg/70 kg psilocybin and 400 mg/70 kg DXM versus placebo; accuracy on that timed task was not affected. Global cognition and executive function. MMSE scores did not differ significantly by drug condition; one participant scored below the conventional cutoff in their DXM session, but all other scores were ≥26. On the DSST there were strong effects of drug condition, time point, and their interaction for number of trials attempted (F[4] = 23.52, p < 0.0001), accuracy (F[4] = 10.56, p < 0.0001), and substitution recall accuracy (F[4] = 11.59, p < 0.0001). Psilocybin produced a dose-dependent decrease in the number of trials attempted at peak effects, consistent with a speed–accuracy trade-off, whereas DXM impaired both the number of trials attempted and the accuracy of attempted trials. Working memory (letter N-back). Analyses revealed main effects of n-back load and drug condition and significant interactions. Discriminability showed main effects of n-back (F[2] = 38.53, p < 0.0001) and drug condition (F[4] = 3.47, p < 0.05) with an interaction (F[8] = 3.51, p < 0.001). Response bias and response time also showed main effects and interactions (response bias drug effect F[4] = 6.75, p < 0.001; response time drug effect F[4] = 8.50, p < 0.0005). Patterned results indicate that psilocybin produced dose-dependent impairments in working-memory discriminability and increased response times under the 2-back (working-memory) condition, whereas DXM produced a liberal response bias in the 0-back condition (interpreted as impaired response inhibition). Episodic memory. Free recall was reduced by both drugs (main effect on recall accuracy F[4] = 11.22, p < 0.0001), with DXM producing larger decreases than psilocybin. Recognition measures from ROC analysis showed drug effects on AUC (F[4] = 6.42, p < 0.0005) and sensitivity A′ (F[4] = 5.94, p < 0.0005). Planned comparisons indicated that DXM reduced both familiarity and recollection indices relative to the 10 mg/70 kg psilocybin condition (familiarity z = -2.08, p < 0.05; recollection z = -2.15, p < 0.05), indicating a selective detrimental effect of DXM on recognition memory processes. Visual perception (PLOT). No significant drug effects were observed on accuracy of line-orientation judgments. However, drug condition affected mean excess clicks for correct trials (F[4] = 4.80, p < 0.005) and median response time for incorrect trials (F[4] = 4.48, p < 0.005). Psilocybin produced dose-dependent increases in response time on error trials, while DXM increased excess clicks for correct trials compared with placebo and the low psilocybin dose, suggesting different patterns of effort or strategy rather than a simple shared deficit. Missing data and control for psychomotor slowing. Several participants could not complete tasks during the most impairing conditions (four in DXM, three in 30 mg psilocybin), and analyses included motor praxis response time as a covariate so that reported cognitive effects reflect domain-specific changes after accounting for general psychomotor slowing.

Discussion

Barrett and colleagues interpret the results as showing clear, dose-dependent cognitive effects of psilocybin across associative learning, working memory, episodic memory, and some visual-perception measures. Overall, the 400 mg/70 kg DXM dose produced cognitive effects that, for many measures, were in the range of those produced by 20–30 mg/70 kg psilocybin, but important domain-specific differences emerged. Both drugs caused psychomotor slowing, yet neither produced widespread global cognitive impairment or delirium as measured by the MMSE (aside from one individual in the DXM session). The investigators therefore conclude that acute subjective changes under these drugs are not equivalent to clinical delirium. In memory domains, DXM produced a selective impairment of recognition sensitivity, recollection, and familiarity relative to low-dose psilocybin and reduced free recall to a greater extent than psilocybin, consistent with prior reports on dissociative NMDA antagonists. In executive and working-memory domains, psilocybin produced a dose-dependent impairment of working-memory discriminability and slowed responses under working-memory load, while DXM selectively impaired response inhibition and broader executive control as evidenced by a liberal response bias on the 0-back condition and impaired DSST accuracy. Visual-processing findings were nuanced: the study did not find psilocybin effects on basic line-orientation accuracy (a lower-level visual task), aligning with prior work that suggests classic psychedelics preferentially affect higher-level visual processes; nevertheless, psilocybin increased response time on error trials and DXM increased mean excess clicks on correct trials, consistent with different effects on task strategy or effort. The authors acknowledge several limitations. Only a single high dose of DXM was administered, limiting dose–dose comparisons; pharmacokinetic measures were not collected so drug concentrations could not be correlated with performance or metabolism; several tasks were administered only once per session, introducing potential confounds between task timing and subjective effect strength; and the sample comprised experienced hallucinogen users, which may limit generalisability. Missing data from a few participants may have affected balance in the counterbalanced design, and subtle practice effects cannot be entirely excluded despite pre-session training. Finally, the timing of the PLOT late in sessions may have reduced sensitivity to visual-perception effects. In terms of implications, the investigators suggest that the differential cognitive profiles may underlie contrasting subjective outcomes: greater impairment of episodic memory and executive control by DXM could help explain lower reported psychological insight and personal meaningfulness after DXM compared with psilocybin, while greater balance impairment and broader domain effects with DXM might indicate higher safety risk if misused outside controlled settings.

Conclusion

This study provides a dose–response characterisation of psilocybin’s acute cognitive effects and a within-subject comparison with a high dose of DXM. Despite overlapping subjective strength and effects on psychomotor performance, visual perception, and associative learning, psilocybin and DXM produced distinct cognitive signatures: psilocybin more strongly affected working memory, whereas DXM more selectively impaired episodic recognition, response inhibition, executive control, and balance. The authors conclude these differences are relevant for understanding divergent subjective experiences and potential safety considerations when these drugs are used outside controlled environments.

View full paper sections

INTRODUCTION

Classic psychedelic drugs (serotonin 2A, or 5HT 2A , receptor agonists), such as lysergic acid diethylamide (LSD), psilocybin, and N,N-dimethyltryptamine (DMT), and dissociative hallucinogens (NMDA receptor antagonists), such as dextro-methorphan (DXM) and ketamine, are used nonmedically and abused as psychedelic drugsand are of concern to the Food and Drug Administration, the Drug Enforcement Agency, and the National Institute on Drug Abuse. Classic and dissociative hallucinogens differ in primary receptor mechanism of action but may share a profile of subjective effects, and underlying interactions between serotonergic and glutamatergic systems may mediate the effects of both classic and dissociative hallucinogens. A recent dose-effects study of DXM demonstrated that, under blinded conditions, experienced hallucinogen users responded on a pharmacological class questionnaire that the subjective effects of a high dose of DXM (400 mg/70 kg) were most similar to those produced by classic hallucinogens (but not nine other drug classes, including dissociative hallucinogens), although no classic hallucinogens were administered in that study. Ratings of subjective effects of 400 mg/70 kg DXM on a series of subjective effects questionnaires that are sensitive to the effects of hallucinogenswere similar to previously reported ratings for classic hallucinogens. Similar subjective effects between a 400 mg/70 kg dose of DXM and both 20 and 30 mg/70 kg doses of psilocybin were recently shown using a within-subjects design. In that study, a 400 mg/70 kg dose of DXM produced subjective ratings similar to both 20 and 30 mg/70 kg doses of psilocybin when volunteers rated the overall strength of drug effect, distance from normal reality, ineffability, somatic effects (e.g., numbness/tingling, temperature change), impaired cognition, and ratings of challenging experience. DXM also produced lower scores than 20 and 30 mg/70 kg doses of psilocybin on subjective ratings of personal insight, visual effects and imagery, absorption in music, spiritual or mystical experience, and affect, but higher scores on subjective ratings of dizziness, nausea, and disembodiment. Doses of psilocybin in the range of 20-30 mg/ 70 kg are being investigated for therapeutic efficacy in treating both mood disorders) and substance use disorders. While subjective effects of classic and dissociative hallucinogens have been both directly and indirectly compared, little attention has been paid to the comparative effects of these drugs on cognition. Classic hallucinogens have been shown to acutely disrupt visual perception, attention, and spatial working memory). Recent neuroimaging studies have confirmed that psychedelic drugs modulate the activity and connectivity of brain regions involved in memory, inhibitory processing, and visual processing. Dissociative hallucinogens (NMDA antagonists) including DXM, ketamine, and phencyclidine have been shown to alter performance on episodic memory, psychomotor function, attention, vigilance, continuous performance, executive function, meta-cognition, and visual perception tasks. Ketamine has been shown to shift brain functional connectivity from hubs primarily centered in cortical regions to those primarily centered in subcortical regionsand alter human brain activity in regions involved in vision, verbal fluency, memory, and executive function. Few studies have directly compared the acute effects of classic and dissociative hallucinogens on cognitive performance. In a series of studies comparing DMT and S-ketamine, DMT was shown to impair orienting of attention, alertness, and accuracy in a continuous performance task) more strongly than S-ketamine, and Sketamine but not DMT was shown to decrease startle response and enhance sensorimotor gating). However, studies of LSDand psilocybin) demonstrated impaired sensorimotor gating, suggesting that there may not be consistency in effects of different serotonergic hallucinogens, at least in the domain of sensorimotor gating. No other cognitive domains have been directly compared between classic and dissociative hallucinogens. The current study used a computerized battery of validated neurocognitive tasks in a double-blind, placebo-controlled, complete-crossover design to compare the effects of low (10 mg/70 kg), moderate (20 mg/70 kg), and high (30 mg/ 70 kg) oral doses of the classic psychedelic psilocybin to the effects of a high (400 mg/70 kg) oral dose of the dissociative hallucinogen DXM that has been shown to produce effects similar to those of classic hallucinogens. Psilocybin and DXM were compared on measures of psychomotor functioning, working and episodic memory, executive function, and visual perception. These are domains that are impacted by classic and/or dissociative hallucinogens, but that have not been directly compared during the acute effects of these drugs. A single dose of DXM (400 mg/70 kg) was chosen as the active comparator condition to three doses of psilocybin. This dose of DXM was selected based on previous studiesdemonstrating that, under blinded conditions, this dose of DXM produced subjective effects most similar to those of a classic hallucinogen and lower doses of DXM produced subjectively similar but less intense effects. 400 mg/70 kg was also the highest dose tolerated by all volunteers in that study, and therefore, it is the highest dose that we believed that we could reliably administer in this study. Given the potential interaction of serotonergic and glutamatergic systems in mediating hallucinogen effects of both classic and dissociative hallucinogens, a dose of DXM (400 mg/70 kg) that yields classic hallucinogen effects is appropriate to compare the cognitive effects of these two mechanistically different hallucinogens. We tested the hypothesis that, based on previous behavioral and neuroimaging findings with DXM, DXM would have greater effects on performance of psychomotor, memory, and executive function tasks than psilocybin. We also tested the hypothesis that, given the visual effects of psilocybinand effects of psilocybin on activity and connectivity of visual brain networks, psilocybin would have greater effects on performance of a visual perception task than DXM.

METHODS AND MATERIALS

The cognitive assessment data reported here have not been published elsewhere but were collected as part of a larger study. Subjective effects measures assessed within this same study are reported elsewhere. However, we present the time course of volunteer-rated strength of drug effects that was initially reported byin Fig.of the current report to document the subjective strength of drug effects when each cognitive assessment was conducted.

PARTICIPANTS

Twenty medically and psychiatrically healthy participants (11 females; 19 Caucasian, 1 Asian American; mean age = 28.5 years, range = 22-43) with a history of both classic hallucinogen use (mean = 60.9 uses, range = 16-183) and dissociative hallucinogen use (mean = 19.0 uses, range = 1-154) gave written informed consent before participating in any study procedures. Individuals with a history of substance dependence according to DSM-IV-TR criteria (excluding nicotine and caffeine), those with a current significant medical or psychiatric condition, those with a personal or immediate family history of psychosis or bipolar affective disorder, and women who were pregnant or nursing were excluded from participation. Procedures were approved by the Johns Hopkins Medicine Institutional Review Boards. This study was registered with ClinicalTrials.gov (NCT02033707).

PROCEDURES

After enrollment, participants completed two preparation visits during which they met and built rapport with study monitors and received training and practice on the computerized neurocognitive tasks (described in Supplementary Materials and Methods). Each participant completed a total of five drug administration sessions under blinded conditions, one each with inactive placebo, high-dose DXM (400 mg/70 kg), and low (10 mg/70 kg), medium (20 mg/70 kg), and high (30 mg/ 70 kg) doses of psilocybin. Procedures for blinding conditions included instructing participants 38 possible drug conditions could be administered but obscuring the specific drug conditions to be administered (see. Participants were instructed to eat a light, low-fat breakfast before each session and were allowed to consume a light snack during the afternoon. Each drug administration session began with administration of two identically appearing opaque capsules. Negative urine screening for recent use of cocaine, benzodiazepines, and opioids was required before each drug administration. While volunteers were not tested for the presence of cannabinoids or amphetamines before each drug administration, prospective volunteers meeting criteria for current or recent substance use disorders (including these drug classes) were excluded at screening. Dose order was counterbalanced across participants using a 5-order Williams design matrix. The mean days between drug administration sessions was 10 days (range = 3-28 days). Given that elimination half-life of psilocin (the active metabolite of psilocybin) is roughly 3 h) and the elimination half-life of dextromethorphan is roughly 2 h, session schedules ensured washout of drug between sessions. Drug administration followed previously reported procedures) and safety guidelines applicable to the study of high doses of classic hallucinogens. Briefly, each drug administration was conducted in a comfortable living room-like setting. Participants were continuously monitored by at least one staff member at all times during acute drug effects. Cardiovascular measures (heart rate and blood pressure) were recorded at regular intervals and are reported elsewhere). If a volunteer reported significant fear or anxiety, the volunteer would be provided verbal reassurance or physical reassurance in the form of supportive hand-holding. After drug administration, participants were instructed to lie on a couch with eyeshades and headphones and turn their attention inward while listening to a standard playlist of music that has been provided in previous studies. At regular intervals (Fig.), participants moved from the couch to an upright chair at a desk and completed a series of neurocognitive assessments using a laptop computer and a mouse. Every hour after capsule administration, monitors rated the observed strength of drug effects on a 5-point scale (0: none, 4: extreme). Every 2 h after capsule administration, participants completed gross motor performance tasks: the circular lights taskand the balance task). The circular lights task is a hand-eye coordination task, with the outcome measure being the number of correct presses in 60 s. The balance task involves balancing on one foot with both eyes closed, and the outcome is the number of seconds that a person can maintain balance, summed across both feet (60 s maximum). Gross motor performance tasks are expected to be sensitive to the overall strength of drug effect, while being independent of potential specific cognitive effects of the drugs in question. Other assessments, including subjective effects assessments, were administered during and after the study and are reported elsewhere. Although peak effects of each drug condition on circular lights and balance tasks were reported by, we report time courses for those measures in the current report.

NEUROCOGNITIVE ASSESSMENTS

Neurocognitive assessments included measures of psychomotor performance, working memory, episodic memory, executive functioning and overall cognitive impairment, and visual perception. Four tasks were administered from the Penn Computerized Neurocognitive Battery (CNB). One task (the Mini-Mental Status Examination, MMSE) was administered verbally. The remaining tasks were programmed and presented using Presentation software (). The order of forms for tasks with multiple forms (the MMSE, letter N-back, and word encoding/recognition tasks) was counter-balanced across participants and orthogonalized in relation to dose order. This orthogonalization is described in the Supplemental Materials and Methods. A more detailed description of each neurocognitive task is contained in the Supplemental Materials and Methods. An additional task (the emotional conflict Stroop task) was administered 4 h after capsule administration in each experimental session. This task is described and reported in the Supplemental Materials and Methods but is not further described in the main text as it yielded no drug by task interactions.

PSYCHOMOTOR PERFORMANCE

The motor praxis (mpraxis) task) from the CNB was administered at every assessment period as a test of psychomotor ability. In this task, participants are instructed to click on a series of progressively smaller green squares on a computer screen. Outcome measures for this task are average response time and number of squares clicked (accuracy) for the timed response block for this task.

MEMORY

A word-encoding, recall, and recognition task including 36 target and 36 lure words was administered as a measure of shortterm memory performance, as in previous studies with DXM in our laboratory. Participants were instructed to categorize the concrete nouns (target words) presented at encoding as "artificial" (i.e., man-made) or "natural" to encourage deep (rather than shallow) encoding. Participants completed a free recall task for 5 min, beginning 195 min after encoding, followed immediately by a recognition task in which participants were instructed to indicate whether randomly presented targets and lures were old or new, using a 6-point confidence scale (definitely old, probably old, maybe old, maybe new, probably new, definitely new). The dependent measure for recall was the number of correctly recalled words. Dependent measures for recognition were derived from a dualprocess signal detection modelapplied to receiver operating characteristic (ROC) curve analysis conducted on confidence rating data pooled across subjects using the ROC toolbox in Matlab). Dependent measures were the area under the curve (AUC) of the ROC curve, the nonparametric index of sensitivity in distinguishing between old and new words (A′), and the dualprocess model parameters for recollection and familiarity. The letter N-back task from the CNB was administered as a test of working memory and vigilance. This is a continuous performance task that is sensitive to working memory load) and also requires attention, rapid response, and executive function). Outcome measures were average response time for correct responses for each task condition, as well as discriminability [defined as hit rate (HR) minus the false alarm rate (FAR)] and response bias (defined as the FAR / [1discriminability]).

EXECUTIVE FUNCTION AND OVERALL COGNITIVE IMPAIRMENT

The digit symbol substitution task) was administered to measure executive function, mental flexibility, and associative learning (described further in the Supplemental Materials and Methods). Outcome measures are the total number of trials attempted within 90 s, the proportion of attempted trials that were correct, and the number of correctly identified symbols in the final associative learning test. The MMSE, which is used as a clinical test of delirium and provides a global measure of cognition, was also administered, with the MMSE total score as the outcome measure.

VISUAL PERCEPTION

The Penn Line Orientation Test (PLOT)from the CNB was administered as a measure of spatial orientation ability. Outcome measures are the total number of correct trials, median response time for correct and incorrect trials, and mean excess clicks for correct and incorrect trials.

ANALYSIS

Mpraxis scores, MMSE scores, and peak monitor-rated strength of drug effect were analyzed using a mixed effects repeated measures ANOVA, assessing the main effect of drug condition. All other outcome measures were submitted to a mixed effects repeated measures ANCOVA, with responses nested within participant, testing the main effect of drug condition and using average mpraxis response times for the given assessment period as a covariate to control for general effects of psychomotor slowing. Mixed effects models allow for assessment of effects of drug condition while controlling for individual differences in overall task performance in the presence of missing data. For the digit symbol substitution task (DSST) and letter N-back analyses, responses were also nested within drug condition and a main effect of time point (for the DSST) or task condition (for the letter N-back task) was assessed. Statistical models were estimated using the lmer function of the lme4 libraryand the lmerTest library) within the R statistical environment (R Core Team 2015) (version 3.2.2). Tukey's method was used to correct for multiple comparisons in all analyses. Missing data are outlined in the Supplemental Material and Methods.

MISSING DATA

Baseline assessments were missing for the motor praxis task (one volunteer) and the DSST (three volunteers) for all drug conditions. Four volunteers were unable to complete cognitive assessments in the 400 mg/70 kg DXM condition due to impairing drug effects: two were unable to complete any tasks, one was unable to complete the motor praxis or DSST at the 2-h time point, and one was unable to complete the letter N-back task. Three volunteers were unable to complete cognitive assessments in the 30 mg/70 kg psilocybin condition due to impairing drug effects: one volunteer was unable to complete any tasks during the first 3 h of drug effects, one volunteer was unable to complete the DSST during the 2-h time point, and one volunteer was unable to complete the letter N-back task. One volunteer was unable to complete the DSST 4 h after drug administration in the 20 mg/70 kg psilocybin condition. An additional volunteer was unable to complete the letter N-back task due to technical difficulties during both the 20 mg/70 kg and the 30 mg/70 kg psilocybin conditions. All other data were collected for all participants in all conditions. Partial data from remaining tasks and drug conditions was retained for analysis.

GROSS MOTOR EFFECTS, STRENGTH OF DRUG EFFECT, AND PSYCHOMOTOR SLOWING

Both the circular lights and balance tasks yielded orderly timeand dose-dependent effects of drug condition (Fig.). DXM exerted a greater effect than the 10 and 20 mg/70 kg conditions on the circular lights task (Fig.), and DXM also exerted a greater effect than any psilocybin condition on balance task performance (Fig.). Peak monitor-rated strength of observed drug effects was significantly different from that of placebo in each drug condition and was significantly lower for 10 mg/70 kg psilocybin than for 20 and 30 mg/70 kg psilocybin and DXM (Fig.). There was a main effect of drug condition on response time (F[4] = 6.52, p < 0.001) but not on accuracy in the timed portion of the mpraxis task, which assessed psychomotor slowing. Post hoc tests revealed that responses were slower during the 20 and 30 mg/70 kg psilocybin conditions and the 400 mg/70 kg DXM condition than during placebo (Fig.).

GLOBAL COGNITIVE IMPAIRMENT AND EXECUTIVE FUNCTION

MMSE MMSE scores were not significantly associated with drug condition (Fig.). One participant tested outside of the normal range of 24-30) in their session with 400 mg DXM, but all other observed scores were greater than or equal to 26.

DIGIT SYMBOL SUBSTITUTION TASK

A main effect of drug condition (F[4] = 23.52, p < 0.0001) and time point (F[3] = 123.28, p < 0.0001), and an interaction between drug condition and time point (F[12] = 10.28, p < 0.0001), was observed on the number of attempted trials (Fig.). Main effects of drug condition (F[4] = 10.56, p < 0.0001) and time point (F[3] = 6.05, p < 0.0005), and an interaction between drug condition and time point (F[12] = 4.10, p < 0.0001), on accuracy were observed (Fig.). Main effects of drug condition (F[4] = 11.59, p < 0.0001) and time point (F[3] = 40.92, p < 0.0001), and an interaction between drug condition and time point (F[12] = 2.07, p < 0.05), were also observed for substitution recall accuracy (Fig.).

WORKING MEMORY (THE LETTER N-BACK TASK)

Main effects of n-back condition (F[2] = 38.53, p < 0.0001) and drug condition (F[4] = 3.47, p < 0.05), as well as an interaction between drug and n-back condition (F[8] = 3.51, p < 0.001), were observed on discriminability (Fig.). A main effect of n-back condition (F[2] = 62.30, p < 0.0001) and drug condition (F[4] = 6.75, p < 0.001), as well as an interaction between drug and n-back condition (F[8] = 3.36, p < 0.005), was observed on response bias (Fig.). Main effects of drug condition (F[4] = 8.50, p < 0.0005) and n-back condition (F[2] = 86.38, p < 0.0001), as well as an interaction of drug and n-back conditions (F[8] = 6.02, p < 0.0001), were also observed on response time (Fig.).

EPISODIC MEMORY

Main effects of drug condition were observed on word recall accuracy (F[4] = 11.22, p < 0.0001; Fig.). Main effects in the word recognition task of drug condition were observed on the AUC of the ROC curves (F[4] = 6.42, p < 0.0005; Fig.) and sensitivity (A′; F[4] = 5.94, p < 0.0005; Fig.). Planned comparisons revealed a significant difference between the DXM and 10 mg/70 kg psilocybin conditions for the familiarity index (z = -2.08, p < 0.05; Fig.) and the recollection index (z = -2.15, p < 0.05; Fig.).

PENN LINE ORIENTATION TEST

No significant effects of drug condition were observed on accuracy, median response time for correct trials, or mean excess clicks for incorrect trials. A main effect of drug condition was observed on mean excess clicks for correct trials (F[4] = 4.80, p < 0.005; Fig.) and median response time for incorrect trials (F[4] = 4.48, p < 0.005; Fig.).

DISCUSSION

Orderly, dose-dependent effects of psilocybin were demonstrated on outcome measures related to associative learning (Fig.), working memory (Fig.), episodic memory (Fig.), and visual perception (Fig.). In most cases, the 400 mg/70 kg dose of dextromethorphan had effects on cognition in the range of those produced by 20 to 30 mg/70 kg psilocybin. Both drugs produced psychomotor slowing (Fig.), and all cognitive effects were controlled for psychomotor slowing. General cognitive impairment and delirium, as assessed with the MMSE, were not observed with DXM (with the exception of one individual) or at any dose of psilocybin (Fig.). Notably, effects of drug on MMSE scores, and effects of psilocybin on accuracy on the DSST, were absent at 2 h post capsule administration despite the substantial effects of these drugs on gross motor functioning at this time point (Fig.). Thus, while global cognitive impairment and delirium (e.g., drug-induced impairment of all cognitive domains) were not observed, local cognitive impairments (e.g., more subtle impairments within individual cognitive domains) were observed and were both dose and drug dependent. Importantly, strong changes in perception and affect typical of classical hallucinogens were observed at the time that MMSE was administered, strongly suggesting that subjective and cognitive effects of hallucinogens are not accurately described as being similar to clinical delirium states.

EFFECTS OF PSILOCYBIN AND DXM ON LEARNING AND MEMORY

The dual-process signal detection model of episodic memory assumes separate psychological processes for "remember" and "know" memory decisions and yields separate model parameters for "recollection" and "familiarity" judgments (related to "remember" and "know" processes, respectively). DXM selectively decreased recognition sensitivity (Fig.) and decreased the engagement of both familiarity (Fig.) and recognition (Fig.) processes compared to the 10 mg/70 kg dose of psilocybin. This is consistent with the previous literature indicating a decrease in accuracy and discrimination and an increase in response time for episodic recognition during the effects of a high dose of DXM. Both psilocybin and DXM decreased the free recall of words, but DXM decreased the free recall of words to a greater extent than psilocybin (Fig.). Both psilocybin and DXM caused impairments in associative learning, as measured using A dashed line at 24 on the ordinate indicates the cutoff for a "cognitively normal" score on the MMSE, where scores at or above this score are considered to not be impaired. d-f Effects of drug condition on executive function as assessed using the digit symbol substitution task (DSST) were analyzed using the d number of trials attempted, e accuracy (percent correct) of responses in trials attempted, and f accuracy (percent correct) of substitution recall trials at the end of the DSST. DSST responses from baseline as well as 2, 4, and 6 h post drug administration were included in the analysis. Because peak effects generally occurred at 2 h, data at that time point are displayed graphically. A more detailed figure including data from 4 and 6 h post drug administration is included in the online Supplemental Materials and Methods (Figure). **p < 0.01, ***p < 0.001, ****p < 0.0001, using Tukey's correction for multiple comparisons the substitution recall portion of the DSST (Fig.). Overall, this suggests an impact of both drugs on incidental associative learning and a selective effect of DXM, but not psilocybin, on episodic memory.

EFFECTS OF PSILOCYBIN AND DXM ON EXECUTIVE FUNCTION

Psilocybin exerted a dose-dependent impairing effect on discriminability (Fig.), and both DXM and psilocybin increased response time for correct responses (Fig.) during the 2-back condition compared to the 0-back condition in the letter N-back task, and psilocybin did not affect any outcome measures associated with 0-back task performance (Fig.). A dose-dependent decrease in response bias was observed during the 2-back condition with psilocybin, while a liberal response bias was observed with DXM during the 0-back condition of the letter N-back task (Fig.). The 0-back condition of the letter N-back task may be thought of in terms of a response inhibition task (such as a go/no-go task), during which participants must provide a response only when presented with the target stimulus (in this case, the letter X) and during which participants must inhibit responses to all other stimuli. Liberal response bias during the 0-back task under the effects of DXM suggests that response inhibition is impaired by DXM. Both 0back and 2-back conditions require vigilance, while only the 2back condition requires working memory. Thus, the specific effects of psilocybin and DXM on performance of the letter N-back task suggest that psilocybin selectively impairs working memory, while DXM selectively impairs response inhibition, which is a key component of executive control.. When two groups or experimental conditions yield differences in response time but not accuracy on a given task, this may reflect a difference in response strategy rather than impairment of a specific cognitive process. However, when responses are both slower and less accurate, this is more likely to indicate impairment of a given cognitive process. Psilocybin did not exert an effect on the accuracy of attempted responses (Fig.), but psilocybin did cause a dose-dependent decrease in attempted responses at 2 h after drug administration on the number of trials attempted in 90 s in the DSST (Fig.). This suggests a successful speedaccuracy trade-off during the effects of psilocybin. Consistent with the previous literature, participants were impaired in both the number of trails attempted and the accuracy of attempted trials in the DSST during the effects of DXM (Fig.). Given that other measures involving working memory (Fig.) did not show impairment during DXM compared to placebo, impairment of accuracy in the DSST suggests that DXM, but not psilocybin, selectively impaired executive function.

EFFECTS OF PSILOCYBIN AND DXM ON VISUAL PROCESSING

While the previous literature noted that psilocybin impaired visual motion coherence detection) and modal visual object completion, the current study did not find an effect of psilocybin on accuracy in the perception of line orientation. Given that the perception of line orientation may be considered a function of lower-level perceptual processing, this is consistent with the previous literature that showed selective impairment of higher-level rather than lower-level aspects of visual perception. A dose-dependent effect of psilocybin was observed on response time during the commission of errors in the PLOT (Fig.). In contrast, mean excess clicks for correct trials were greater during DXM than during placebo and the low dose of psilocybin (Fig.). This suggests that while increased effort may be exerted for difficult trials during the effects of psilocybin, increased effort may be exerted for all trials during the effects of DXM.

STRENGTHS AND LIMITATIONS

Dose effects of psilocybin on cognition were investigated, and clear dose-dependent effects of psilocybin were observed. This yielded a range of doses of psilocybin against which to compare the effects of a high dose of DXM. Dose effects of DXM on measures of working and episodic memory, executive function, and attention were previously demonstrated, and the dose of DXM chosen for the current study (400 mg/70 kg) had the greatest effects on cognition in the previous study, while also being the highest dose tolerated by all participants in that previous study. Previous work has demonstrated a similar profile of rated drug strength and most subjective effects of a 400 mg/70 kg dose of DXM with a 20-30 mg/70 kg dose of psilocybin;, and this dose of DXM was consistently rated as producing subjective effects similar to those of classic hallucinogens. While a single dose of DXM in the current study allows for a limited direct comparison, it does not provide for the full comparison that would have been allowed with multiple doses of both drugs. Also, without measurement of plasma drug concentration, we are unable to correlate pharmacokinetic measures with performance measures or to assess the role of drug metabolism, for example, on task performance, even given a single-dose condition for DXM. However, given that lower doses of DXM were previously shown to yield subjective) and cognitive) effects qualitatively similar but quantitatively less intense as a high (400 mg/70 kg) dose of DXM, observed differences between DXM and psilocybin on working memory in our sample can be generalized to untested lower doses of DXM. Though it is unclear if observed differences between DXM and psilocybin on balance, episodic memory, response inhibition, and executive control can likewise be generalized to lower doses of DXM, differences between psilocybin and this high dose of DXM on these measures are most informative when comparing the effects of these two drugs at strongly, typically psychedelic doses. Given the length of each task, the entire neurocognitive battery was not administered at every time point, and the MMSE, letter N-back task, and PLOT were only administered once within the session. This leads to an inevitable confound between the timing of task performance and the strength of subjective effects at that given time point (Fig.). However, almost all tasks were administered at times of peak subjective effects, which were maintained across the 2-and 3-h time points for all drug conditions except the 10 mg/70 kg psilocybin (Fig.). Thus, the tasks administered at these time points are likely not compromised by differences in task timing relative to drug strength ratings. While fine motor (motor praxis task), gross motor (balance and circular lights tasks), and executive function (DSST) measures were acquired at multiple time points before and after drug administration (see Supplemental Information for the time course of motor praxis and DSST performance), future studies may benefit from a more complete sampling of the interaction of task performance and strength of subjective effects for other cognitive domains. Though no effects of drug condition were found in the PLOT, this task was administered fairly late in each drug session (4 h after capsule administration, when drug effects were at approximately quarter-maximum to half-maximum levels; Fig.). Thus, null effects reported for the PLOT may be a function of the timing of the task administration. However, substantial drug effects were still detected on the balance and circular lights (Fig.) as well as the DSST (Figure, S3) tasks at 4 h post capsule administration. While drug strength ratings were still rather high at this time point, it may be the case that effects of drug condition on visual perception may have abated by this time. Volunteers in this study had extensive drug use histories, including substantial prior exposure to both classic and dissociative hallucinogens. Thus, we cannot rule out the possibility that the reported findings are limited to those with extensive drug use history. In particular, it is possible that null effects on the MMSE may be a function of the hallucinogen experience of this sample of volunteers. However, our observations are consistent with responses to high doses of psilocybin that we have observed in those with little or no prior exposure to hallucinogens. We employed a fully counterbalanced experimental design that was completed with the planned 20 volunteers in order to maintain drug blinding and control for both potential learning and drug order effects, but missing data, although rare, might have resulted in incomplete balancing. Further, while participants completed two practice sessions for the cognitive battery before any drug administration, subtle learning or practice effects may still be present in the data.

CONCLUSION

The current report describes the dose-dependent effects of psilocybin on cognition and the comparative neuropsychopharmacology of psilocybin and DXM. Despite similarities in subjective effects) and similarly strong effects on psychomotor performance, visual perception, and associative learning in the current report, DXM and psilocybin were found to differ in their effects in important ways. Psilocybin exerted greater effects than DXM on measures of working memory, and DXM exerted selective effects on episodic memory, response inhibition, and executive control. Impairments observed in executive function and episodic memory during DXM compared to psilocybin may account for less psychological insight reported after DXM compared to psilocybin) and also may underlie lower ratings of personal meaningfulness and spiritual significance during DXM compared to psilocybin (unpublished data). Impairment of balance and a greater number of cognitive domains during the effects of DXM compared to psilocybin may also indicate a greater risk of DXM if abused or consumed in uncontrolled settings.

Study Details

Your Library