Abstract
Purpose
This study aimed to determine the effect of PET scan timings on the reliability of occupancy parameter estimates and to identify the scan timing design that gives the most reliable occupancy parameter estimates.
Methods
We compared the performance of designs with various sets of sampling time points using the stochastic simulation and estimation method in Perl-speaks-NONMEM. Biases, relative standard errors, relative estimation errors, and root mean square errors were used to compare the performance of designs.
Results
Unlike the results of a previous report, we found that rather complicated designs where each subject or group of subjects are allocated to different scan timings were not superior to the simple, conventional fixed-time designs regardless of whether effect compartment or receptor binding models were used.
Conclusions
We conclude that the conventional fixed-time designs that have been used so far may give robust PD parameter estimates for occupancy data obtained from human PET studies of CNS drugs.
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References
Farde L (1996) The advantage of using positron emission tomography in drug research. Trends Neurosci 19(6):211–214
Av W (2000) Measuring receptor occupancy with PET. Curr Pharm Des 6(16):1593–1610
Fowler JS, Volkow ND, Ding YS, Wang GJ, Dewey S, Fischman MW, Foltin R, Hitzemann R (1999) Positron emission tomography studies of dopamine‐enhancing drugs. J Clin Pharmacol 39(S1):13S–16S
Lim K, Kwon J, Jang I, Jeong J, Lee J, Kim H, Kang W, Kim J, Cho J, Kim E (2007) Modeling of brain D2 receptor occupancy-plasma concentration relationships with a novel antipsychotic, YKP1358, using serial PET scans in healthy volunteers. Clin Pharmacol Ther 81(2):252–258
Kim E, Howes OD, Kim B-H, Jeong JM, Lee JS, Jang I-J, Shin S-G, Turkheimer FE, Kapur S, Kwon JS (2011) Predicting brain occupancy from plasma levels using PET: superiority of combining pharmacokinetics with pharmacodynamics while modeling the relationship. J Cereb Blood Flow Metab 32(4):759–768
Johnson M, Kozielska M, Reddy VP, Vermeulen A, Li C, Grimwood S, de Greef R, Groothuis GM, Danhof M, Proost JH (2011) Mechanism-based pharmacokinetic–pharmacodynamic modeling of the dopamine D2 receptor occupancy of olanzapine in rats. Pharm Res 28(10):2490–2504
Zamuner S, Di Iorio V, Nyberg J, Gunn R, Cunningham V, Gomeni R, Hooker AC (2010) Adaptive-optimal design in PET occupancy studies. Clin Pharmacol Ther 87(5):563–571
Park J-S, Lee J, Meyer J, Ilankumaran P, Han S, Yim D-S (2014) Serotonin transporter occupancy of SKL10406 in humans: comparison of pharmacokinetic-pharmacodynamic modeling methods for estimation of occupancy parameters. Transl Clin Pharmacol 22(2):83–91
Lindbom L, Ribbing J, Jonsson EN (2004) Perl-speaks-NONMEM (PsN)—a Perl module for NONMEM related programming. Comput Methods Prog Biomed 75(2):85–94
Comley RA, Salinas CA, Slifstein M, Petrone M, Marzano C, Bennacef I, Shotbolt P, Van der Aart J, Neve M, Iavarone L (2013) Monoamine transporter occupancy of a novel triple reuptake inhibitor in baboons and humans using positron emission tomography. J Pharmacol Exp Ther 346(2):311–317
Ridler K, Gunn RN, Searle GE, Barletta J, Passchier J, Dixson L, Hallett WA, Ashworth S, Gray FA, Burgess C (2014) Characterising the plasma-target occupancy relationship of the neurokinin antagonist GSK1144814 with PET. J Psychopharmacol 28(3):244–253
Acknowledgments
This study was supported by a grant of the Korean Health Technology R&D Project, Ministry of Health and Welfare, Republic of Korea (HI14C1731).
Conflict of interest
The authors declare that they have no conflict of interest.
Ethical approval
This article does not contain any studies with human participants performed by any of the authors.
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Jongtae Lee and Sangil Jeon contributed equally to this work.
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Lee, J., Jeon, S., Hong, T. et al. Simulation of PET scan timings for receptor occupancy studies of CNS drugs: a simple fixed-time design performed as well as scattered time point designs. Eur J Clin Pharmacol 71, 1333–1339 (2015). https://doi.org/10.1007/s00228-015-1933-9
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DOI: https://doi.org/10.1007/s00228-015-1933-9