Optimized infusion rates for N,N-dimethyltryptamine to achieve a target psychedelic intensity based on a modeling and simulation framework
This study designed an infusion protocol for DMT using pharmacokinetic/pharmacodynamic modelling. Comparing a continuous variable model to two bounded integer models, optimal doses for desired psychedelic intensity were identified. However, achieving consistent target intensity was challenging across models, indicating individual dose adjustments might be needed. Differences between models were especially notable at the scale's boundaries.
Authors
- Robin Carhart-Harris
- Christopher Timmermann
- Michael Ashton
Published
Abstract
N,N-dimethyltryptamine (DMT) is a psychedelic compound that is being studied as a therapeutic option in various psychiatric disorders. Due to its short half-life, continuous infusion of DMT has been proposed to extend the psychedelic experience and potential therapeutic effects. The primary aim of this work was to design an infusion protocol for DMT based on a desired level of psychedelic intensity using population pharmacokinetic/pharmacodynamic modeling. As a secondary aim, the impact of choosing a continuous variable or a bounded integer pharmacokinetic/pharmacodynamic model to inform such an infusion protocol was investigated. A previously published continuous variable model and two newly developed bounded integer models were used to assess optimal doses for achieving a target response. Simulations were performed to identify an optimal combination of a bolus dose and an infusion rate. Based on the simulations, optimal doses to achieve intensity ratings between 7 and 9 (possible range = 0-10) were a bolus dose of 16 mg DMT fumarate followed by an infusion rate of 1.4 mg/min based on the continuous variable model and 14 mg with 1.2 mg/min for the two bounded integer models. However, the proportion within target was low (<53%) for all models, indicating that individual dose adjustments would be necessary. Furthermore, some differences between the models were observed. The bounded integer models generally predicted lower proportions within a target of 7-9 with higher proportions exceeding target compared with the continuous variable model. However, results varied depending on target response with the major differences observed at the boundaries of the scale.
Research Summary of 'Optimized infusion rates for N,N-dimethyltryptamine to achieve a target psychedelic intensity based on a modeling and simulation framework'
Introduction
Interest in new treatments for psychiatric disorders has renewed investigation of psychedelic compounds, including N,N-dimethyltryptamine (DMT). Previous population pharmacokinetic/pharmacodynamic work linked plasma DMT concentrations to a minute-by-minute subjective intensity rating on a discrete 0–10 scale and estimated an EC50 of about 92 nM. Most clinical studies to date have used intravenous bolus dosing, but because DMT has a very short half-life, continuous infusion has been proposed to extend the psychedelic experience and thus could be clinically useful. A methodological issue is that the commonly used continuous-variable pharmacodynamic models treat the 0–10 intensity score as effectively continuous and unbounded, whereas the data are discrete and bounded; bounded integer models have been proposed to respect those properties and may fit such data better. Eckernäs and colleagues set out to design an infusion protocol for DMT that targets a specified psychedelic intensity, and to examine whether choosing a continuous-variable versus a bounded-integer pharmacodynamic model materially affects dose selection. The work uses a previously published continuous-variable model together with two newly developed bounded integer variants (one including a Markov element for serial correlation) to simulate bolus-plus-infusion regimens and identify combinations that keep simulated subjects within predefined target intensity ranges over an extended period.
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- APA Citation
Eckernäs, E., Koomen, J., Timmermann, C., Carhart‐Harris, R., Röshammar, D., & Ashton, M. (2023). Optimized infusion rates for N,N-dimethyltryptamine to achieve a target psychedelic intensity based on a modeling and simulation framework. CPT: Pharmacometrics & Systems Pharmacology, 12(10), 1398-1410. https://doi.org/10.1002/psp4.13037
References (6)
Papers cited by this study that are also in Blossom
Sanches, R. F., Osório, F. L., Dos Santos, R. G. et al. · Journal of Clinical Psychopharmacology (2016)
D’Souza, D. C., Syed, S. A., Safi-Aghdam, H. et al. · Neuropsychopharmacology (2022)
Yaden, D. B., Griffiths, R. R. · ACS Pharmacology and Translational Science (2020)
Timmermann, C., Roseman, L., Schartner, M. et al. · Scientific Reports (2019)
Gallimore, A. R., Strassman, R. J. · Frontiers in Pharmacology (2016)
Luan, L. X., Eckernäs, E., Ashton, M. et al. · Journal of Psychopharmacology (2023)
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