Pharmacokinetics and pharmacodynamics of lysergic acid diethylamide in healthy subjects
This analysis of data from two double-blind, placebo-controlled studies (n=40) on the pharmacokinetics of LSD (100 and 200µg) found dose-proportional effects. The effects lasted on average 8.2 and 11.6 hours, there was a strong correlation between the blood-plasma level of LSD and subjective effects, but this was only found within-subjects (over time), not between subjects.
Authors
- Yasmin Schmid
- Patrick C. Dolder
Published
Abstract
Background and Objective: Lysergic acid diethylamide (LSD) is used recreationally and in clinical research. The aim of the present study was to characterize the pharmacokinetics and exposure-response relationship of oral LSD.Methods: We analyzed pharmacokinetic data from two published placebo-controlled, double-blind, cross-over studies using oral administration of LSD 100 and 200 µg in 24 and 16 subjects, respectively. The pharmacokinetics of the 100-µg dose is shown for the first time and data for the 200-µg dose were reanalyzed and included. Plasma concentrations of LSD, subjective effects, and vital signs were repeatedly assessed. Pharmacokinetic parameters were determined using compartmental modeling. Concentration-effect relationships were described using pharmacokinetic-pharmacodynamic modeling.Results: Geometric mean (95% confidence interval) maximum plasma concentration values of 1.3 (1.2-1.9) and 3.1 (2.6-4.0) ng/mL were reached 1.4 and 1.5 h after administration of 100 and 200 µg LSD, respectively. The plasma half-life was 2.6 h (2.2-3.4 h). The subjective effects lasted (mean ± standard deviation) 8.2 ± 2.1 and 11.6 ± 1.7 h for the 100- and 200-µg LSD doses, respectively. Subjective peak effects were reached 2.8 and 2.5 h after administration of LSD 100 and 200 µg, respectively. A close relationship was observed between the LSD concentration and subjective response within subjects, with moderate counterclockwise hysteresis. Half-maximal effective concentration values were in the range of 1 ng/mL. No correlations were found between plasma LSD concentrations and the effects of LSD across subjects at or near maximum plasma concentration and within dose groups.Conclusions: The present pharmacokinetic data are important for the evaluation of clinical study findings (e.g., functional magnetic resonance imaging studies) and the interpretation of LSD intoxication. Oral LSD presented dose-proportional pharmacokinetics and first-order elimination up to 12 h. The effects of LSD were related to changes in plasma concentrations over time, with no evidence of acute tolerance.
Research Summary of 'Pharmacokinetics and pharmacodynamics of lysergic acid diethylamide in healthy subjects'
Introduction
Lysergic acid diethylamide (LSD) is a prototypical classic hallucinogen with renewed interest for basic pharmacology, recreational use and potential therapeutic applications. Earlier human data on LSD pharmacokinetics are sparse: small intravenous and limited oral studies provided rough estimates of elimination half-life and time courses, but systematic concentration–time profiles after controlled oral dosing and linked pharmacokinetic–pharmacodynamic (PK–PD) analyses have been largely missing. In particular, prior functional imaging and other experimental studies often did not measure plasma LSD, leaving the relationship between exposure and effects at the time of outcome assessment uncertain. Dolder and colleagues set out to characterise the plasma pharmacokinetics of oral LSD at two commonly used doses (100 µg and 200 µg) and to quantify the exposure–response relationship for subjective and autonomic effects. The study combined data from two double-blind, placebo-controlled, cross-over trials to (1) describe concentration–time profiles and compartmental pharmacokinetic parameters, (2) derive EC50 (half-maximal effect) and effect-site equilibration parameters using PK–PD link modelling, and (3) examine whether plasma concentrations predict between-subject differences in pharmacodynamic responses at matched time points.
Methods
The analysis pooled pharmacokinetic and pharmacodynamic data from two previously conducted double-blind, placebo-controlled, cross-over studies. Study 1 randomised 24 healthy participants to oral LSD 100 µg and placebo in balanced order, and Study 2 randomised 16 participants to LSD 200 µg and placebo; washout periods were at least 7 days. The trials were registered (NCT02308969, NCT01878942). Forty healthy volunteers were recruited from a university setting; mean ages and body weights were reported separately for each study. Inclusion and exclusion criteria were identical across studies and excluded major psychiatric disorders, recent or heavy illicit drug use, significant medical illness, pregnancy, and use of interacting medications. Urine drug tests and pregnancy tests were performed at screening and before sessions. Experimental sessions lasted 25 h and were conducted in a quiet hospital room with one investigator present. LSD or placebo was administered orally at 09:00. Standardised meals were provided at 13:30 and 17:30. Blood sampling for plasma LSD concentrations occurred predose and at multiple time points up to 24 h; sampling schedules differed slightly between studies (some early time points not collected in the 100 µg study). Plasma was stored frozen and later analysed by validated liquid chromatography–tandem mass spectrometry methods; lower limits of quantification were 0.05 ng/mL for the 100 µg study and 0.01 ng/mL for the 200 µg study. Subjective effects were measured repeatedly with visual analogue scales (VASs; 0–100%) for ‘‘any drug effect’’, ‘‘good drug effect’’, and ‘‘bad drug effect’’. Vital signs (systolic and diastolic blood pressure, heart rate, tympanic temperature) were recorded at frequent intervals. Pharmacokinetic parameters were estimated using compartmental modelling in Phoenix WinNonlin 6.4. A one-compartment model with first-order input and elimination and no lag time was selected on the basis of model fit and Akaike information criterion. Predicted plasma concentrations from the PK model were used as inputs to a PK–PD link model employing a first-order equilibration rate constant (keo) to account for plasma–effect-site delay. A sigmoid Emax model (EC50, Emax, Hill coefficient) described concentration–effect relationships; upper and lower Emax bounds were set pragmatically for the VAS scales and physiological outcomes. Effects after LSD were analysed as differences from placebo at matched time points; Pearson correlations and multiple regression (to test sex and body weight effects) assessed associations across subjects.
Results
Pharmacokinetics: Observed and model-predicted plasma concentration–time profiles were consistent with a one-compartment, first-order elimination process up to about 12 h. Geometric mean Cmax values were approximately 1.3 ng/mL for 100 µg (Tmax ~1.4 h) and 3.1 ng/mL for 200 µg (Tmax ~1.5 h). The modelled plasma elimination half-life was about 2.6 h for both doses. Dose-normalised Cmax and area under the concentration–time curve (AUC) did not differ statistically between dose groups, indicating dose-proportional kinetics over the tested range. Plasma concentrations became unquantifiable in some participants at later time points; interindividual variability in concentrations was greater at the 100 µg dose. Subjective and autonomic effects: LSD robustly increased ‘‘any drug effect’’ and ‘‘good drug effect’’ VAS ratings in almost all subjects; ‘‘bad drug effect’’ increased only moderately and transiently in a subset of participants. For the 100 µg dose, mean onset of ‘‘any drug effect’’ was 0.8 ± 0.4 h, mean time to peak effect 2.8 ± 0.8 h, offset 9.0 ± 2.0 h, and mean duration 8.2 ± 2.1 h. For the 200 µg dose, onset was 0.4 ± 0.3 h, peak 2.5 ± 1.2 h, offset 11.6 ± 4.2 h, and mean duration 11.2 ± 4.2 h. Heart rate, blood pressure and body temperature increased modestly and to similar extents at both doses. PK–PD modelling and exposure–response: When analysed within subjects over time, a close relationship existed between plasma LSD concentrations and subjective and autonomic effects, with moderate counterclockwise hysteresis indicative of a short plasma–effect-site delay. Effect-site equilibration half-lives (t1/2 keo) for subjective and cardiovascular measures were typically on the order of tens of minutes (reported ranges around 13–48 min for several outcomes), whereas the thermogenic response showed a longer lag (reportedly ~136 min for body temperature at 200 µg). Sigmoidal EC50 estimates for subjective effects fell in the approximate range 0.67–2.5 ng/mL, with lower EC50 values for ‘‘good drug effect’’ and ‘‘any drug effect’’ than for ‘‘bad drug effect’’. Some participants reported negligible ‘‘bad drug effect’’ (ratings <5%), preventing EC50 estimation for those individuals. Across-subject analyses showed generally poor correlations between plasma concentrations and pharmacodynamic effects at matched time points within dose groups; for example, predicted Cmax did not correlate with maximal ‘‘any drug effect’’ within the 100 µg or 200 µg groups, although a modest correlation appeared in the pooled sample (Rp = 0.38, p < 0.05, n = 40). AUC of LSD did not correlate with AUC of ‘‘any drug effect’’. Multiple regression including concentration, body weight and sex did not identify predictors of effect variability across subjects. No evidence of acute tolerance (clockwise hysteresis) was observed.
Discussion
Dolder and colleagues interpret the findings as demonstrating dose-proportional oral pharmacokinetics for LSD at 100 µg and 200 µg, with first-order elimination up to 12 h and a plasma half-life of about 2.6 h. The one-compartment model provided an adequate fit, and differences from previously published 200 µg results were attributed to more sensitive analytical methods and different modelling approaches in the present reanalysis. The authors highlight that the effect time course lags behind peak plasma concentrations, represented in the model by the effect-site equilibration parameter; this lag explains why subjective peak effects occurred roughly 0.6–1.1 h after Cmax on average and why MRI scanning times for peak effects should be chosen accordingly. In terms of pharmacodynamics, subjective ‘‘any drug’’ and ‘‘good drug’’ effects were strongly related to within-subject concentration changes, with EC50 estimates in the sub- to low-ng/mL range. The lack of clockwise hysteresis indicates no acute tolerance during single administrations at these doses. The limited or absent correlations between plasma concentrations and effects across subjects at peak response are interpreted as a ceiling effect: when doses produce concentrations above EC50 in most participants, between-subject variability in effect is low and cross-sectional concentration–effect correlations are weak. The authors note implications for interpreting between-subject associations in fMRI and other studies that do not measure plasma LSD. The study limitations acknowledged include that the two doses were evaluated in separate participant samples rather than within the same individuals, and that plasma samples were analysed in different laboratories. Nonetheless, the investigators consider the pharmacokinetic and PK–PD results to be broadly consistent across studies and informative for experimental and clinical work, including dosing and timing considerations in imaging and therapeutic studies.
Conclusion
The investigators conclude that oral LSD at 100 µg and 200 µg shows dose-proportional pharmacokinetics and first-order elimination up to 12 h, with a plasma half-life of approximately 2.6 h. Within individuals, subjective and autonomic effects closely track plasma concentrations with a short effect-site lag (moderate counterclockwise hysteresis), and EC50 values for subjective effects lie in the sub- to low-ng/mL range. By contrast, plasma concentrations generally do not predict between-subject differences in robust peak effects within a dose group, a consideration that affects interpretation of cross-sectional correlations in imaging and other experimental studies. The authors emphasise that these pharmacokinetic data are essential for interpreting clinical, imaging and intoxication findings involving oral LSD.
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RESULTS
The LSD-induced subjective and autonomic effects were determined as a difference from placebo in the same subject at the corresponding time point to control for circadian changes and placebo effects. The pharmacodynamic effect changes after LSD administration for each time point were plotted over time (effect-time curves) and against the respective plasma concentrations of LSD and graphed as concentration-effect curves. The onset, time to maximum plasma concentration (T max ), offset, and effect duration were assessed for the model-predicted ''any drug effect'' VAS effect-time plots after LSD using a threshold of 10% of the maximal possible effect of 100% using Phoenix WinNonlin 6.4. Associations between concentrations and effects were assessed using Pearson correlations, and multiple regression analysis was used to exclude effects of sex and body weight (Statistica 12 software; StatSoft, Tulsa, OK, USA).
CONCLUSION
The present study describes the pharmacokinetics and concentration-effect relationship after oral administration of LSD 100 lg. Additionally, the previously reported pharmacokinetics and concentration-effect relationship for the 200-lg dose of LSDwere reanalyzed and included for comparison with the 100-lg dose. Compartmental modeling predicted geometric mean peak plasma concentrations of 1.3 ng/mL, 1.4 h after administration of the 100-lg dose. Mean C max values of 3.1 ng/mL were reached after 1.5 h after administration of the 200-lg dose. The predicted mean half-lives of LSD were 2.6 h after both doses. The plasma half-life in the present study was comparable to the value of 2.9 h after intravenous administration of 2 lg/kg of LSDbut shorter than the 3.6-h value previously determined using non-compartmental analysis. Additionally, the plasma concentrations after administration of the 200-lg dose in the present study were lower than those that were previously published in the same research subjects. This can be explained by the different analytical methods and modeling approach that were Values are means ± standard deviations. T 1/2 k eo = ln2/k eo , calculated for each individual value EC 50 maximal effect predicted by the PK-PD link model, EC50 predicted drug concentration at effect site producing a half-maximal effect, c sigmoid shape parameter, k eo first-order rate constant for the equilibration process between plasma concentration and effect site (PK-PD model link parameter), t 1/2 k eo (min) plasma-effect-site equilibration half-life used in the present study, which predicts lower C max values than the observed values. Overall, observed linear dose and elimination kinetics of LSD up to 12 h after drug administration. The present data on the plasma concentration-time curves of LSD are important because many experimental and therapeutic studies are currently being conducted or have been published without this detailed information on the presence of LSD in the human body. Specifically, the effects of LSD on emotion processing after 100 and 200 lg have been reported, but no pharmacokinetic data were reported. Additionally, fMRI data were obtained in Study 1 (100 lg) in Basel and in an additional study in Zurich (n = 22) that did not perform blood sampling. Doses of 100 lg were used in both studies. Thus, the present study provides estimates of LSD concentrations in plasma over time for these studies and the observed and predicted time courses of the subjective and autonomic effects of LSD. The 200-lg dose preparation of LSD has been used in patients, and the present phase I study provides the pharmacokinetic data for these phase II studies. In contrast, no data are currently available on the plasma concentrations of LSD after intravenous administration of 75 lg of LSD base in saline, despite the publication of extensive pharmacodynamic data using this preparation and route of administration. The intravenous 75-lg dose of LSD produced comparably strong alterations in consciousness to the 100-lg dose in the present study. Additionally, the time-concentration curve for the 75-lg intravenous preparation remains unknown. Specifically, an intravenous bolus dose of LSD would be expected to result in peak effects shortly after administration. Indeed, early studies reported that intravenous administration of LSD tartrate salt at a higher dose (2 lg/kg of base) produced a rapid onset within seconds to minutes and peak effects that occurred approximately 30 min after administration. In the more recent studies that used the 75-lg dose administered as the base, subjective drug effects reportedly began within 5-15 min and peaked 45-90 min after intravenous dosing, although further details were not reported. Other hallucinogens with mechanisms of action that are similar to those of LSD (e.g., serotonin 5-HT 2A receptor stimulation), such as dimetyltryptamine or psilocybin, also produced subjective and autonomic effects almost instantaneously and peak effects within 2-5 min after intravenous administration. In the present study, the mean effect onset and peak were 48 and 170 min, respectively, after oral administration of LSD 100 lg. Thus, the effect began and peaked an average of 30 and 100 min later, respectively, after oral administration compared with intravenous administration of an equivalent. Magnetic resonance imaging scanning correctly started at approximately 70 and 150 min in the studies that used intravenousand oral (unpublished data from Study 1, 100 lg) routes of LSD administration, respectively, coinciding with the maximal response to LSD. Nevertheless, the plasma concentrations of LSD and associated time-matched subjective responses after intravenous LSD administration should also be determined to better evaluate the considerable research data that have been generated with this formulation. After intravenous administration, a drug is rapidly diluted and distributed within the blood. Peak plasma concentrations are typically reached rapidly, and elimination begins immediately. Using the model parameters k and k eo from the present study, the T max for ''any drug effect'' after intravenous administration can be predicted to occur at approximately 70 and 50 min for the 100-and 200-lg doses and are thus similar to the recently observed times to peak effects. In our model, the relatively long T max of the effect of LSD is represented by the lag that is attributable to distribution of the drug from plasma to the hypothetical effect compartment. The cause for this lag is unclear. Additional studies are needed to determine whether LSD is distributed slowly because it is present only in small concentrations or slowly penetrates the blood-brain barrier or whether there is a lag in the response mechanism. The present study showed that LSD produced robust and high subjective ''any drug effect'' and ''good drug effect'' in almost all of the subjects. The estimates of the corresponding EC 50 values were in the range of 0.71-1.2 ng/mL and lower than the mean LSD C max values (1.3 and 3.1 ng/ mL for the 100-and 200-lg doses, respectively) observed in the present study. ''Bad drug effects'' were moderate and not present in every subject. Consistent with this finding, the EC 50 values were higher than those for ''good drug effect'' and ''any drug effect'' (1.5-2.5 ng/mL). As previously reported, the subjective effects were dose dependent, whereas the autonomic effects were comparable at both doses. When analyzed within subjects using pharmacokinetic-pharmacodynamic modeling, a close relationship was found between plasma concentrations of LSD and the effects of LSD, with moderate counterclockwise hysteresis. Counterclockwise hysteresis typically reflects the time lag that is caused by drug distribution to the effect site and the response time associated with the mechanism of action. The present study showed that the subjective and autonomic effects establish themselves relatively slowly. On average, the subjective ''any drug effect'' peak was reached 2.8 and 2.5 h after administration of the 100-and 200-lg doses, respectively, and 1.1 and 0.6 h after the respective peak LSD concentrations were reached. The lag times were comparable for the increases in heart rate and blood pressure but longer for the thermogenic response. No clockwise hysteresis was found for any of the pharmacodynamic outcome measures, and thus no evidence was found of acute tolerance as described for other psychoactive substances, such as methylenedioxymethamphetamineor cocaine, or for repeated administration of LSD. Thus, as long as relevant concentrations of LSD were present in plasma, subjective and autonomic effects were observed. The mean durations of the subjective effects of LSD was 8 and 11 h after administration of the 100-and 200-lg doses, respectively, and the difference corresponded to the plasma half-life of LSD. The present analyses typically found no correlations between LSD concentrations and the effects of LSD across subjects within dose groups, likely because of the relatively high concentrations of LSD and generally consistently high subjective response ratings in most subjects. If relatively high and similar doses of LSD are used that result in plasma concentrations above the EC 50 of a particular response measures, then responses do not vary across subjects because responses are close to maximal. This would typically also be the case with measures with a maximal effect limit such as VAS ratings and some physiological effects such as pupil size. In fact, responses to LSD or other drugs in a standardized experimental setting may vary only if the response is not induced consistently in all subjects (e.g., at the beginning and end of the response) because of individual differences in drug absorption/distribution and elimination. Correlations of plasma concentrations with the subjective and cardiovascular effects of LSD or 3,4methylenedioxymethamphetamineacross subjects are only weak during the peak response. This finding needs to be considered when interpreting associations between subjective responses and other measures, such as fMRI parameters. fMRI findings may reflect the variance in LSD plasma concentrations. The likelihood of detecting correlations within a dose group increases for effects that are not robustly induced in all subjects. The present study has limitations. First, the two doses of LSD were evaluated in two separate studies in different participants and not within subjects. Second, the plasma samples were analyzed in different laboratories. Nonetheless, the pharmacokinetic data were consistent across the two studies and laboratories.
Study Details
- Study Typeindividual
- Populationhumans
- Characteristicsdouble blindplacebo controlledrandomizeddose finding
- Journal
- Compounds
- Topic
- Authors