Computer Game, Qualitative, and MEG/EEG Assessment of Serotonergic Psychedelics
Computationally, Electrophysiologically, and Qualitatively Characterizing Serotonergic Psychedelics; Transdiagnostic Therapeutic and Pro-Psychotic Effects
1 other identifier
observational
200
1 country
2
Brief Summary
This is an observational study which does NOT directly administer a psychedelic substance but rather recruits participants who are already participating in another clinical trial in which they may receive a serotonergic psychedelic. The goal of this observational study is to learn how the brain's information processing changes during and following administration of serotonergic psychedelics (psilocybin, N,N-Dimethyltryptamine/DMT, Lystergic Acid Diethylamide/LSD, etc.) for people with and without mental illness receiving serotonergic psychedelics through any clinical trial at Yale University. The main questions it aims to answer are:
- 1.Do serotonergic psychedelics cause the brain to rely on new information more than previously learned information while under the influence? What about 1 day, 5-14 days, and 4-6 weeks after use?
- 2.Do serotonergic psychedelics cause long-lasting side-effects in how people perceive (see, hear, feel, etc.) the world and how easily people change their beliefs?
- 3.How does the brain's electrical activity change after using serotonergic psychedelics? How does the balance between excitation and inhibition change while under their effect?
- 4.Can changes in how the brain uses information predict who will benefit from a psychedelic and who will have side effects from psychedelics?
- 5.Online computer assessments consisting of games and questionnaires that probe how participants think.
- 6.Magnetoencephalography (MEG) or electroencephalography (EEG) with eyes closed and with repeated clicks, images, or sensations delivered.
- 7.A magnetic resonance imaging (MRI) scan.
- 8.Semi-structured qualitative interviews about their experience after taking a serotonergic psychedelic recorded via Zoom.
Trial Health
Trial Health Score
Automated assessment based on enrollment pace, timeline, and geographic reach
participants targeted
Target at P75+ for all trials
Started Dec 2024
Typical duration for all trials
2 active sites
Health score is calculated from publicly available data and should be used for screening purposes only.
Trial Relationships
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Study Timeline
Key milestones and dates
First Submitted
Initial submission to the registry
September 30, 2024
CompletedFirst Posted
Study publicly available on registry
October 2, 2024
CompletedStudy Start
First participant enrolled
December 12, 2024
CompletedPrimary Completion
Last participant's last visit for primary outcome
May 1, 2028
ExpectedStudy Completion
Last participant's last visit for all outcomes
May 1, 2028
May 1, 2026
April 1, 2026
3.4 years
September 30, 2024
April 27, 2026
Conditions
Keywords
Outcome Measures
Primary Outcomes (9)
Hierarchial Gaussian Filter (HGF)-estimated average precision-weighted prediction error change in the conditioned hallucinations and probabilistic reversal learning tasks
Participants' trial-by-trial responses on auditory and visual conditioned hallucination (CH) tasks as well as a probabilistic reversal learning (PRL) task are fitted with an enhanced Hierarchial Gaussian Filter (eHGF) model of hierarchial belief updating under perceptual/informational uncertainty using eHGF package in Julia. Precision weighted prediction errors used to update the 2nd and 3rd levels are estimated for each trial for each individual. Average precision weighted prediction errors across all trials as well as trials with greatest changes (0 stimulus trials for CH tasks and the first 5 trials after reversal in PRL) will be calculated. Change relative to baseline will be calculated. Greater precision weighted prediction errors reflect a greater weighting of new compared to previously learned information and greater belief updating.
Immediately post drug administration (when psychologically acceptable), 1 day post drug administration, 5-14 days post drug administration, and 4-6 weeks post drug administration
Auditory and visual conditioned hallucination rate change
Participants indicate detection of an auditory tone or visual pattern within auditory or visual noise. These stimuli are paired with cross-modality cues, causing participants to subconsciously expect to detect the stimuli using pavlovian conditioning. This conditioning causes participants experience "conditioned hallucinations" where they perceive the stimuli when it is not present. Conditioned hallucination rate is calculated as number of trials in which no stimulus was present but participants indicated perceiving the stimulus divided by the total number of trials in which no stimulus was present. A greater conditioned hallucination rate indicates greater reliance on previously learned information over incoming sensory evidence and closely tracks state-level hallucination susceptibility.
Immediately post drug administration (when psychologically acceptable), 1 day post drug administration, 5-14 days post drug administration, and 4-6 weeks post drug administration
Perseverative and jumping-to-conclusion error total change in probabilistic reversal learning task
Participants choose one of three images over multiple trials and receive reward feedback (low vs. high) in the PRL task. Each image has different reward probabilities that are unknown to participants. Through trial and error, participants learn which image is most rewarding and aim to maximize winnings. Over time, reward probabilities reverse without warning, requiring participants to update their beliefs. Every trial is scored as a perseverative error, a jumping to conclusions error, or neither, and then total number of error types are counted. Perseverative error trials occur when participants select a high reward probability image after its reward probability switches and they receive negative feedback. Jumping to conclusions (JTC) errors occur when participants switch from the highest reward stimulus to a different stimulus when there has been no reversal.
Immediately post drug administration (when psychologically acceptable), 1 day post drug administration, 5-14 days post drug administration, and 4-6 weeks post drug administration
Quality of Life Enjoyment and Satisfaction Questionnaire (Q-LES-Q) score change
The Quality of Life Enjoyment and Satisfaction Questionnaire - Short Form (Q-LES-Q-SF) is a 16-item self-report questionnaire that captures life satisfaction over the past week. Each question is scored on a 5-point scale from 1 (Very Poor) to 5 (Very Good) that indicates the degree of enjoyment or satisfaction achieved during the past week relative to the particular activity or feeling described in the item. Scores range from 16 to 80. Higher score indicates higher quality of life.
1 day post drug administration, 5-14 days post drug administration, and 4-6 weeks post drug administration
Southampton Mindfulness Questionnaire (SMQ) score change
The Southampton Mindfulness Questionnaire (SMQ) consists of 16 items, each scored on a seven-point Likert scale from 0 = "Strongly Disagree" to 6 = "Strongly Agree." It measures the degree to which individuals are able to bring mindfulness to challenging or distressing thoughts and feelings. The total score is obtained by summing all items and ranges from 0 to 96. Higher scores indicate greater mindfulness in response to distressing situations.
1 day post drug administration, 5-14 days post drug administration, and 4-6 weeks post drug administration
HGF-estimated ratio of perceptual belief-to-sensory evidence weighting change
In the auditory and visual conditioned hallucinations tasks, the Julia eHGF model will estimate a single parameter value "Nu" for each individual that captures the individual's ratio of perceptual belief weighting compared to sensory evidence weighting in perceptual inference. Nu is estimated, like precision errors, by inverting the model from participant choices at each stimulus strength. Higher Nu values indicate participants are more likely to rely on learned pavlovian associations rather than sensory evidence and thus report perceiving the stimulus rather than not (IE experience a conditioned hallucination).
Immediately post drug administration (when psychologically acceptable), 1 day post drug administration, 5-14 days post drug administration, and 4-6 weeks post drug administration
Aberrant Salience Inventory (ASI) score change
The Aberrant Salience Inventory (ASI) consists of 29 items, each scored on a dichotomous scale: 0 = "No" and 1 = "Yes." It measures a variety of experiences related to aberrant salience, which refers to the inappropriate assignment of importance or significance to irrelevant, everyday, incoming stimuli/noise. The total score is calculated by summing all 29 items (0-29 range). Higher scores indicating higher levels of aberrant salience.
1 day post drug administration, 5-14 days post drug administration, and 4-6 weeks post drug administration
Change in the exponent of the 1/f power spectrum law from resting state EEG
Excitation/Inhibition (E/I) balance will be approximated by calculating the exponent of the 1/f power spectrum law from participants' processed EEG power spectra using the Fitting Oscillations and One-Over-F (FOOOF) package in python. Lower exponents indicate a shift towards excitation in E/I balance - hypothesized to reflect bottom-up noise.
Period of peak drug effect and 1 day after drug administration
Change in resting state delta, alpha, theta, low gamma, medium gamma, and high gamma bands
At least 10 minutes of resting state M/EEG with eyes closed will be recorded at each time point. For recording during acute drug administration, a 10 minute epoch of highest data quality around peak drug effect will be selected. After preprocessing to remove common artifacts and/or non-resting segments (eg. when participant opened eyes, moved around, or talked with study monitors), data will be filtered via fast fourier transformation (FFT) into canonical delta (0.5-4 Hz), theta (4-8 Hz), alpha (8-12 Hz), low gamma (25 to 40 Hz), medium gamma (40 to 65 Hz), and high gamma (65 to 85 Hz) bands, and then average power (amplitude2) will be calculated. Change from baseline will be calculated for each participant in each band.
Period of peak drug effect and 1 day after drug administration
Secondary Outcomes (5)
Patient Health Questionnaire-9 (PHQ-9) score change
5-14 days post drug administration and 4-6 weeks post drug administration
Change in learning rate difference between noisy and volatile learning conditions in a probabilistic learning game
Immediately post drug administration (when psychologically acceptable), 1 day post drug administration, 5-14 days post drug administration, and 4-6 weeks post drug administration
Change in jumping to conclusion and perseverative errors in a feedback-free probabilistic learning game
Immediately post drug administration (when psychologically acceptable), 1 day post drug administration, 5-14 days post drug administration, and 4-6 weeks post drug administration
Reward and punishment learning rate changes in probabilistic reversal learning task
Immediately post drug administration (when psychologically acceptable), 1 day post drug administration, 5-14 days post drug administration, and 4-6 weeks post drug administration
Psychedelic Change Questionnaire (PCQ-26) score change
1 day post drug administration, 5-14 days post drug administration, and 4-6 weeks post drug administration
Study Arms (2)
Serotonergic Psychedelic Arm
Group (healthy or with psychological or neurological disorder) administered serotonergic psychedelic (psilocybin, DMT, LSD, 5-MeO-DMT, Ayahuasca, etc.) regardless of administration route.
Placebo Arm
Group (healthy or with psychological or neurological disorder) administered placebo (diphenydramine, saline, niacin, etc.) regardless of administration route.
Interventions
Any serotonergic or "classic" psychedelic that exhibits mainly Serotonin 2A receptor (5-HT2AR) agonism and is judged to produce subjectively similar effects.
Eligibility Criteria
200 individuals who have consented to be administered serotonergic psychedelics through a clinical trial at Yale University.
You may qualify if:
- Participation in approved clinical protocol at Yale University involving potential administration of serotonergic psychedelics
- Absence of pre-existing psychotic symptoms
You may not qualify if:
- Current intoxication based on self-report
- Any neurological, medical or developmental problem that is known to impair cognition significantly based on self-report
- History of seizures based on self-report
- Contraindications for MR scanning including metallic implants of any kind, pacemakers and history of accidents with metal, claustrophobia (specific to those who will participate in MRI)
Contact the study team to confirm eligibility.
Sponsors & Collaborators
- National Institutes of Health (NIH)collaborator
- Yale Universitylead
- Burroughs Wellcomecollaborator
Study Sites (2)
Connecticut Mental Health Center
Hamden, Connecticut, 06517, United States
West Haven VA Medical Center
West Haven, Connecticut, 06516, United States
MeSH Terms
Conditions
Condition Hierarchy (Ancestors)
Study Officials
- STUDY DIRECTOR
Maximillian S Greenwald, BA
Yale University
- PRINCIPAL INVESTIGATOR
Albert R Powers, MD, PhD
Yale University
Central Study Contacts
Study Design
- Study Type
- observational
- Observational Model
- OTHER
- Time Perspective
- PROSPECTIVE
- Sponsor Type
- OTHER
- Responsible Party
- SPONSOR
Study Record Dates
First Submitted
September 30, 2024
First Posted
October 2, 2024
Study Start
December 12, 2024
Primary Completion (Estimated)
May 1, 2028
Study Completion (Estimated)
May 1, 2028
Last Updated
May 1, 2026
Record last verified: 2026-04
Data Sharing
- IPD Sharing
- Will not share
There is no plan at this time to share individual participant data.