Inter-individual variability in neural response to low doses of LSD
In a placebo-controlled trial of repeated low-dose LSD (N = 53), acute effects included reduced resting EEG delta/theta/alpha power and enhanced pre-attentive processing, plus blunted visual LTP after repeated dosing, and these effects depended on baseline cognitive state — stimulatory effects were largest in participants with low baseline arousal/attention while inhibitory effects were greatest in high memory performers. Decreases in delta power and enhanced pre-attentive processing persisted at 1-week follow-up, suggesting short-term neuroadaptations beyond treatment.
Authors
- Bonnelle, V.
- Duthaler, U.
- Feilding, A.
Published
Abstract
AbstractThe repeated use of small doses of psychedelics (also referred to as “microdosing”) to facilitate benefits in mental health, cognition, and mood is a trending practice. Placebo-controlled studies however have largely failed to demonstrate strong benefits, possibly because of large inter-individual response variability. The current study tested the hypothesis that effects of low doses of LSD on arousal, attention and memory depend on an individual’s cognitive state at baseline. Healthy participants (N = 53) were randomly assigned to receive repeated doses of LSD (15 mcg) or placebo on 4 occasions divided over 2 weeks. Each treatment condition also consisted of a baseline and a 1-week follow-up visit. Neurophysiological measures of arousal (resting state EEG), pre-attentive processing (auditory oddball task), and perceptual learning and memory (visual long-term potentiation (LTP) paradigm) were assessed at baseline, dosing session 1 and 4, and follow-up. LSD produced stimulatory effects as reflected by a reduction in resting state EEG delta, theta, and alpha power, and enhanced pre-attentive processing during the acute dosing sessions. LSD also blunted the induction of LTP on dosing session 4. Stimulatory effects of LSD were strongest in individuals with low arousal and attention at baseline, while inhibitory effects were strongest in high memory performers at baseline. Decrements in delta EEG power and enhanced pre-attentive processing in the LSD treatment condition were still present during the 1-week follow-up. The current study demonstrates across three cognitive domains, that acute responses to low doses of LSD depend on the baseline state and provides some support for LSD induced neuroadaptations that sustain beyond treatment.
Research Summary of 'Inter-individual variability in neural response to low doses of LSD'
Introduction
Self-reported ‘‘microdosing’’ with psychedelics such as LSD and psilocybin to boost mood, cognition and mental health has become increasingly common, yet placebo-controlled studies have produced inconsistent results. The introduction frames several contributors to this inconsistency, including variability in dose, pharmacokinetics, genetic differences, personality and context, and highlights that baseline arousal may be an important moderator. Resting-state EEG power in low-frequency bands (delta, theta, alpha) and event-related potentials (ERPs) such as mismatch negativity (MMN) are presented as objective measures of arousal, attention and pre-attentive processing that can reveal subtle drug effects that behavioural measures might miss. Hutten and colleagues set out to test whether neurophysiological responses to repeated low doses of LSD (15 mcg) depend on individuals’ baseline cognitive state. The study targeted three domains assessed with EEG: resting-state oscillatory power (arousal), pre-attentive processing using a roving auditory oddball task (MMN, P3a), and perceptual learning/memory using a visual long-term potentiation (LTP) paradigm. Based on earlier low-dose work, the authors expected reductions in low-frequency EEG power reflecting increased arousal and hypothesised that stimulatory effects would be largest in participants with high baseline low-frequency power (interpreted as low arousal). No firm directional predictions were made for ERP measures, but baseline-dependent effects were anticipated.
Methods
This double-blind, placebo-controlled, between-subjects trial randomised healthy volunteers to receive either four oral doses of LSD base (15 mcg) or four matched placebo administrations over two weeks. Baseline and follow-up visits were scheduled one week before and one week after the two-week dosing period. EEG assessments were collected at baseline, after dosing session 1, after dosing session 4, and at the one-week follow-up. Participants completed a 4-hour training session before study entry and underwent medical screening; the extracted text states that inclusion/exclusion criteria are reported in the Supplementary Materials. EEG protocols comprised resting-state recordings with eyes open (EO) and eyes closed (EC) for 2.5 minutes each, a roving auditory oddball task to probe MMN and P3a (tones presented in trains with deviant vs standard positions), and a visual LTP paradigm using vertical and horizontal sine gratings to index stimulus-locked N1 and P200 components across pre-potentiation, early-post and late-post (≈30 min) conditions. Primary EEG outcomes were oscillatory power in five bands (delta 1–4 Hz, theta 4–8 Hz, alpha 8–13 Hz, beta 13–30 Hz, gamma 30–45 Hz) across a set of frontal, central and parietal electrodes, MMN/P3a amplitude and latency across the same electrodes, and N1/P200 amplitudes and latencies at posterior electrodes for the LTP task. Blood samples for LSD and O-H-LSD concentrations were taken 2 h after dose 1 and dose 4. Participants were also asked to guess treatment allocation at the end of dosing days. Data were analysed using linear mixed models (LMMs) with restricted maximum likelihood estimation and an unstructured covariance matrix, implemented in SPSS. Models included fixed effects for Treatment, Test day (where baseline differences were absent models used Test day levels dose 1, dose 4, follow-up), Electrode, and relevant interactions; Time (pre, early-post, late-post) was added for LTP analyses. Pairwise comparisons were Bonferroni corrected where interactions were significant. Correlational analyses (Bonferroni corrected) assessed associations between baseline EEG/ERP measures and treatment-induced changes; Pearson correlations were used for normally distributed data and Kendall’s Tau-b for non-normal data. Missing data were handled via listwise deletion. Sample size planning used a G*Power calculation targeting small effects (f = 0.25), 80% power and alpha = 0.05.
Results
Of 53 randomised participants, six were removed from analyses (two dropped out due to COVID restrictions, one for non-adherence, three excluded for technical or noisy EEG), leaving 47 participants for the reported EEG analyses. Resting-state EEG showed no baseline differences between treatment groups. LMMs revealed significant main effects of Treatment and Treatment by Test day interactions across low-frequency bands: compared to placebo, LSD reduced delta and theta power in both EO and EC conditions during dosing sessions 1 and 4 (all p < 0.001 for many contrasts) and reduced alpha power in EO on dosing days (p < 0.001). Delta power remained lower in the LSD group at the one-week follow-up (EO p = 0.002; EC p = 0.008). Some alpha differences in EC appeared as a group offset rather than an acute treatment effect. Gamma power (EC) was higher on dosing session 1 under LSD (p = 0.015), while EO gamma did not differ by treatment. Within the LSD group, higher baseline delta, theta and alpha power correlated with larger acute decreases in those bands (direction and significance reported in the extracted text), consistent with stronger stimulatory effects in participants with higher baseline low-frequency power. In the roving auditory oddball task, the paradigm produced robust deviant–standard differences for MMN and P3a across conditions. At baseline there were minimal treatment differences, although one electrode showed earlier MMN in the LSD group. Across dosing days, LMMs indicated a Treatment by Test day interaction for MMN amplitude (F 2,381.67 = 7.05; p = 0.001) and a main effect of Treatment for P3a amplitude (F 1,273.75 = 21.63; p < 0.001). Latencies for both MMN and P3a were shorter (earlier) in the LSD condition (MMN F 1,407.58 = 35.9; p < 0.001; P3a F 1,401.91 = 26.81; p < 0.001). Pairwise tests showed that MMN amplitude was significantly less negative (i.e. larger) in the LSD condition at follow-up (p = 0.005), and P3a amplitude was more positive under LSD across test days. Correlational analyses linked larger LSD-induced changes in MMN/P3a to poorer baseline pre-attentive performance; some similar baseline–change associations were also observed in the placebo group, which the authors note may reflect practice or other non-treatment factors. Habituation/repetition-suppression profiles differed subtly between groups across sessions (details reported in Supplementary Materials). Visual LTP analyses found significant potentiation across electrodes at baseline in both groups. Input specificity (tetanized vs non-tetanized stimulus) did not reliably influence N1 or P200, so analyses used averaged stimuli. A Treatment × Test day × Time interaction for N1 amplitude indicated that at dosing session 4 the placebo group showed significant early and late potentiation (more negative N1) relative to pre-potentiation (p < 0.013) whereas the LSD group did not. For P200, a Treatment by Test day interaction was present (F 1,1084.31 = 27.36; p < 0.001) with lower P200 amplitude on dosing session 4 in the LSD group compared to placebo (p = 0.001); follow-up values converged. Importantly, baseline P200 potentiation strongly predicted LSD-induced reductions in P200 at dose 4 within the LSD group (r(21) = -0.75, p < 0.001), indicating larger inhibitory effects in participants with greater baseline LTP. No significant correlations were reported for N1. Treatment blinding appeared adequate: the distribution of correct versus incorrect/inconsistent treatment guesses did not differ from chance in either placebo or LSD groups. Mean (SE) plasma LSD concentrations 2 h after doses 1 and 4 were 302 (105) pg/mL and 326 (117) pg/mL, respectively; O‑H‑LSD concentrations averaged 17 (7.2) pg/mL and 17 (4.9) pg/mL.
Discussion
Hutten and colleagues interpret the pattern of results as showing that repeated low doses of LSD produce acute stimulatory neural effects, namely reductions in resting-state low-frequency EEG power and earlier, larger indices of pre-attentive processing, and that these effects are moderated by baseline neurophysiological state. Specifically, individuals with higher baseline low-frequency power (interpreted as lower arousal) showed the largest reductions in delta/theta/alpha power after LSD, consistent with a baseline-dependent stimulant-like action. The authors note that reductions in low-frequency EEG power are associated with increased wakefulness and have been observed after other stimulants and after higher and lower doses of psychedelics. Potential mechanisms advanced by the authors include dopaminergic receptor modulation and stress hormone (cortisol) release for acute stimulatory effects, although they acknowledge these mechanisms are speculative and unlikely to fully explain the sustained decrease in delta power observed at one-week follow-up. For such longer-lasting changes the authors propose persisting neuroplastic or immune-related adaptations that have been reported after single psychedelic doses. Regarding pre-attentive processing, the study found accelerated MMN and P3a latencies and increased P3a amplitude under LSD, with MMN amplitude increases at follow-up; the authors interpret this as improved novelty detection and pre-attentive processing under low-dose LSD in healthy volunteers. They caution that some baseline–change correlations also occurred in the placebo group, so practice or other non-specific factors may contribute; nevertheless, the baseline-dependent association for P3a amplitude was specific to LSD, supporting an interaction with drug state. These results contrast with prior studies using higher doses, where MMN is often blunted; the authors suggest dose and task demands (sensory versus affective-cognitive oddball paradigms) may explain divergent findings. On perceptual learning, LSD reduced visual LTP (notably P200 potentiation) at the fourth dosing session, and individuals with stronger baseline LTP showed the largest impairments. The authors link this to previously reported acute memory impairments at moderate-to-high psychedelic doses and discuss potential shifts in glutamatergic/GABAergic balance as a mechanism; they also observe that evidence for post-acute increases in neuroplasticity (for example BDNF rises) does not appear to translate into increased LTP in their sensory paradigm at this low dose. The paper highlights two principal contributions: first, neural effects of low-dose LSD vary between individuals and depend on baseline cognitive/neurophysiological state; second, some neural changes (reduced delta power and increased oddball ERPs) persisted up to one week after dosing, suggesting possible lasting neuroadaptations. The authors discuss clinical implications cautiously, proposing that disorders characterised by elevated low-frequency EEG power such as ADHD or OCD could, in theory, benefit from interventions that reduce low-frequency power, but they emphasise that randomised clinical trials in patient populations are needed. Key limitations acknowledged include the two-week treatment window (not addressing long-term microdosing schedules), the healthy volunteer sample (limiting generalisability to patients), and the general concern about treatment unblinding—although in this study treatment guesses did not exceed chance. Overall, the authors conclude that low doses of LSD can modulate arousal, pre-attentive processing and perceptual learning in a baseline-dependent manner, with some effects persisting beyond the dosing period.
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METHODS
The study was conducted according to the code of ethics on human experimentation established in the declaration of Helsinki and subsequent amendments. It was approved by the Medical Ethics Committee of the Academic Hospital of Maastricht and Maastricht University and registered in the Netherlands Trial Register (number: NTR 8736). Participants received monetary compensation per hour invested. Healthy participants were recruited to participate in this study through advertisements in university buildings in Maastricht, via social media, local newspapers, and by word of mouth. Before inclusion, participants underwent a medical screening. General health was checked, and blood and urine samples were taken for standard blood chemistry, hematology, and urinalysis. For details on the inclusion and exclusion criteria see Supplementary Materials.
RESULTS
Sample size was based on a G-power analysis for F-tests in a mixed between/within repeated measures design for detection of changes with a low effect size (i.e.0.25), 80% power and alpha=0.05. Data were analyzed by means of the statistical package IBM SPSS Statistics (version 27). All EEG data were analyzed with linear mixed models (LMMs) with a restricted maximum likelihood method (REML). An unstructured covariance structure was used. Missing data were handled using listwise deletion. LMMs were conducted on baseline EEG with Treatment (2 levels), Electrode (levels depending on the EEG task), and Treatment by Electrode as fixed effects. For the visual LTP task, a factor Time (3 levels of potentiation: pre, early-post, late-post) was added. In the absence of baseline differences, subsequent LMMs were conducted with model parameters Treatment (2 levels), Test day (3 levels: dose 1, dose 4, and follow-up), Electrode (levels varied per EEG task), Treatment by Test day, Treatment by Electrode, and Test day by Electrode as fixed effects. In case of a significant Treatment by Test day interaction, Bonferroni-corrected pairwise comparisons were performed between treatments on each test day. For further details on additional model parameters for the auditory roving oddball task and the visual LTP, see Supplementary Materials. Correlational analyses (Bonferroni corrected) were performed between EEG/ERP measures at baseline (averaged across electrodes) and treatmentinduced changes in EEG/ERP parameters (means of sessions 1 and 4 minus baseline averaged over electrodes) to assess the association between inter-individual variation in baseline EEG/ERP and outcome EEG/ERP measures. Pearson correlations were used in normally distributed data and Kendall's Tau-b in non-normally distributed data. Potential effects of regression to the mean that may confound this procedure are controlled by design as baseline associations are established within the LSD group as well as the placebo control group.
CONCLUSION
The present study aimed to investigate the neural underpinnings of inter-individual variation in cognitive responses to low doses of LSD as assessed with neurophysiological measures. Overall, LSD reduced resting state EEG delta, theta, and alpha power during the acute dosing sessions compared to placebo. Delta power remained lower in the LSD group during follow-up. During dosing sessions, individuals with high EEG (delta, theta, alpha) power at baseline showed larger decrements in EEG power under LSD. On dosing sessions and during follow-up, the latencies of the MMN and the P3a of the auditory oddball task appeared earlier in the LSD condition, and the amplitude of the P3a was more positive compared to the placebo. The MMN amplitude was also higher after LSD but only during follow-up. Across dosing sessions, treatment-induced changes in these parameters were negatively correlated with their baseline equivalent after both and placebo, but often after LSD. The LTP induction at the P200 was significantly lower in the LSD condition compared to the placebo condition during the fourth dosing session. Participants that showed a large LTP P200 at baseline showed a larger inhibition of LTP induction in the LSD condition. Plasma concentrations of LSD 2 h after administration, which is shortly after the time to reach maximal concentrations, were in the expected range compared to studies using 10 or 20 mcg of LSD. The reduction in resting state EEG power in the low-frequency bands (1-13 Hz) following low doses of LSD is in line with previous studies using low doses of LSD (13 and 26 mcg tartrate)and dried psilocybin mushrooms (0.5 g)as well as with studies using full doses of psychedelics. Decrements in resting state EEG power in low-frequency bands have repeatedly been associated with higher levels of arousal and wakefulness, for instance after caffeine intakeand stimulants such as dexamphetamine. In the present study, LSD-induced decrements in EEG power were negatively correlated with EEG power at baseline, indicating that the stimulant effects of LSD were stronger in individuals with low arousal levels (i.e., having high power in low frequency bands) at baseline. Pharmacological mechanism underlying the stimulatory action on arousal of low doses of LSD may involve dopaminergic receptor modulation. Preclinical studies have shown that LSD may affect frontostriatal dopamine, via direct or indirect stimulation of striatal dopamine receptors. Dopaminergic effects of low doses LSD have also been speculated to underlie increased reward related brain activity in humans. Alternatively, psychedelics are also known to release cortisol in humanswhich may induce a stress mimicking effect, that latter of which has been associated with decrements in EEG power of low-frequency bands. Though both explanations may account for the stimulatory effects of LSD observed after an acute dose, they are unlikely to account for sustained levels of arousal (i.e. decrements in delta power) hat were observed at the 1 week follow-up. The latter might be more related to persisting changes in neuroplasticityor the immune profilethat have been reported after single doses of psychedelics.On dosing sessions and at follow-up, the MMN and the P3a latencies appeared earlier in the LSD condition, while the amplitude of the P3a was more positive compared to placebo. The MMN amplitude was also higher in the LSD condition but only during follow-up. These findings suggest that novelty detection and preattentive processing were improved in the LSD treatment condition. Stimulatory effects of LSD were most pronounced in individuals with poorer preattentive processing at baseline as expressed by a significant correlation between baseline latencies/ amplitude of MMN and P3a and LSD induced change. It is noteworthy that a similar correlation was found for MMN and P3a latencies in the placebo group, suggesting that such associations might not be solely treatment related and could also reflect additional underlying factors such as practice. However, the association between baseline P3a amplitude and treatment induced change was only significant in the LSD group, supporting the notion that LSD effects on neural performance in the auditory oddball task varied with baseline. These findings are in line with resting state EEG data showing baseline dependent stimulatory effects under LSD. The findings are in contrast however with a previous study showing that low doses of LSD (13 and 26 μg tartrate) decreased ERP amplitudes and increased latency in an emotional faces oddball task. The latter paradigm, however, required additional cognitive, affective and perceptual processing associated with facial recognition, in comparison to the current auditory paradigm. Stimulatory effects of low doses of LSD on MMN are also in contrast with previous studies showing a blunted MMN following moderate to high doses of DMT, LSD, and (es) ketamineor the absence of an effect of psilocybin on MMN. At higher doses, psychedelics have been suggested to increase bottom-up processing of sensory informationand relax top-down controlin healthy volunteers that may lead to a sensory overload and a subsequent breakdown of sensory integration as reflected by impaired MMN. In depressed patients, on the other hand, treatment with ketamine was shown to improve MMN presumably by increasing top-down prediction error sensitivity. The impact of psychedelics on measures of pre-attentive processing may therefore vary with dose and individual information processing capacities, such as the predictive coding of incoming sensory input, and differ between oddball paradigms that may tap into sensory and cognitive processes to varying degrees. The present data adds that low doses of LSD can subtly accelerate and improve the processing of auditory sensory information, at least in healthy volunteers. Overall, LSD reduced LTP P200 during the 4th dosing session as compared to placebo. This reduction in LTP was larger in participants who showed a larger LTP induction at baseline, suggesting that inhibitory effects of LSD were strongest in participants with higher levels of perceptual learning and memory at baseline. Inhibitory effects of low doses of LSD on memory processes do not come as a big surprise, as moderate to high doses of LSD and other psychedelics such as psilocybin have been demonstrated to produce memory impairment acutely. Inhibitory effects may result from a change in balance of glutamateric and GABAergic input to the thalamocortical circuitry that underlies LTP. Psychedelics have been shown to acutely alter excitatory glutamate concentration in a regional dependent manner, with increments observed in the medial prefrontal cortex and reductions in the hippocampus. Acute impairing effects of LSD on memory however are transient, and some evidence even suggests that memory may improve subacutelythrough stimulation of neuroplasticity. The LTP paradigm did not provide any supporting evidence for increased synaptic connectivity in neural sensory circuits however, as we did not observe any improvement in LTP induction under LSD. Yet, a previous study has shown that low doses of LSD may indeed increase neuroplasticity within 2-6 h of administration as shown by acute increments in BDNF. A higher dose of LSD might be needed to also increase LTP induction, as previously shown with a dissociative dose of ketamine in a depressed patient sample. The present dataset reconfirms that low doses of LSD can reduce oscillatory EEG power and modulate event-related potentials related to preattentive processing and perceptual learning, but also adds two major findings. First, the data suggests that neural effects produced at a low dose of LSD differ between individuals and relate to their cognitive state at baseline. Stimulatory effects of LSD were most pronounced in individuals displaying low arousal (resting state EEG) and low pre-attentive performance (Roving auditory oddball task) at baseline, while the impairing effects of LSD in LTP were stronger in individuals that scored high on perceptual learning and memory. In other words, the effects of a low dose of LSD were maximal in individuals with the largest capacity for performance improvement or impairment, depending on the task at hand. Secondly, some of the neural effects that were recorded in the LSD condition (i.e., reduced delta power during resting state and increments in MNN and P3a amplitude during the oddball paradigm) pertained over time and were still noticeable during follow-up, 1 week after the fourth dose. This suggests that the impact of repeated administration of low doses of LSD can pertain beyond the acute effects that are observed on dosing days, at least at the neural level. The presence of prolonged neural effects in the LSD group seems supportive of the notion that repeated administration of low doses may stimulate long-lasting neuroplastic changes in the brain. Whether such neural changes would also translate into subjective and behavioral changes is currently unknown and may depend on the frequency and duration of the dosing scheme. Neurophysiological effects of low doses of LSD as shown the present study also offer vistas for future medical indications such as Attention Deficit Hyperactivity Disorder (ADHD) and Obsessive Compulsive Disorder (OCD) that are characterized by increased EEG power across lower frequency bands and decreased EEG power across higher frequencies. Elevated theta power is a hallmark feature of ADHDthat is significantly reduced during successful pharmacological treatment of ADHD symptoms. It is conceivable that a similar reduction in ADHD symptom severity might be achieved with a low dosing regimen of LSD if that results in a (prolonged) reduction of low-frequency EEG power as shown in the present study with healthy volunteers. Retrospective survey data indeed indicate that treatment of ADHD is a major motivation among some psychedelic 'microdosers', and that their reported efficacy of low dose psychedelics to reduce ADHD symptoms is equal or even higher as compared to traditional pharmacological treatments. Similarly, a prospective survey among ADHD patients that initiated self-treatment with low doses of psychedelics reported a reduction in ADHD symptoms during a 4-week dosing regimen. Randomized controlled trials in ADHD patients will be needed however to confirm such beneficial findings from observational studies. Potential limitations of the current study relate to treatment blinding, treatment duration, and treatment population. Treatment unblinding has been identified as a potential bias that might drive subjective changes during psychedelic treatments, even at low doses. In the current study however, treatment guesses in the placebo and the LSD group did not exceed chance. This indicates that participants in the placebo and LSD group were well-blinded and not subject to treatment bias. Treatment duration was limited to two weeks in the current study which does not allow for the assessment of cumulative effects of low doses consumed over periods of several weeks or months. Finally, we cannot rule out the possibility that the effects of low doses of LSD would be more prominent in patient populations whose suboptimal baseline capacities may offer more room for improvement. In sum, the current study confirms that low doses of LSD can increase arousal and pre-attentive processing and can impair perceptual learning and memory as assessed with resting state EEG power and event-related potentials. Across all cognitive domains, LSD induced neurophysiological changes varied between individuals and were strongest in those whose neurophysiological state at baseline offered the most scope for improvement or impairment. Some neurophysiological changes in the LSD treatment condition pertained after the final administration of LSD, suggesting the presence of prolonged neuroadaptations.
Study Details
- Study Typeindividual
- Populationhumans
- Characteristicsplacebo controlleddouble blindbrain measuresfollow uprandomizedcrossover
- Journal
- Compounds
- Topics