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      Population pharmacokinetics of tenofovir and tenofovir‐diphosphate in healthy women

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          Abstract

          The objective of this analysis was to develop and qualify a population pharmacokinetic model describing plasma tenofovir (TFV) concentrations and tenofovir‐diphosphate (TFV‐DP) concentrations in peripheral blood mononuclear cell (PBMC) in healthy women volunteers from the MTN‐001 clinical trial, an open label 3‐way crossover study of oral tenofovir disoproxil fumarate 300 mg tablet, TFV 1% vaginal gel, or both. TFV pharmacokinetics were best described by a 2‐compartment, first‐order absorption/elimination model with absorption lag time. TFV was linked to PBMC TFV‐DP by first‐order uptake with first‐order elimination. An adherence adjustment was included to account for nonadherence by explicitly modeling a bioavailability parameter on the previous day's dose. The final model included weight as a covariate on central compartment volume (V c) with estimates as follows: absorption rate constant (Ka) 9.79 h −1, absorption lag time 0.5 hours, V c 385.71–2.16*(73‐WT(kg)), and apparent TFV clearance of 56.7 L/h ((K20 + K24)*V c). TFV‐DP's half‐life was 53.3 hours. All diagnostic plots and bootstrap confidence intervals were acceptable. Model validation was conducted using simulations compared to data from the MTN‐001 oral + vaginal period and other clinical trial data. The resulting model closely predicted the disposition of TFV and TFV‐DP when compared to healthy participant data from another clinical trial.

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          Most cited references26

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          Likelihood based approaches to handling data below the quantification limit using NONMEM VI.

          To evaluate the likelihood-based methods for handling data below the quantification limit (BQL) using new features in NONMEM VI. A two-compartment pharmacokinetic model with first-order absorption was chosen for investigation. Methods evaluated were: discarding BQL observations (M1), discarding BQL observations but adjusting the likelihood for the remaining data (M2), maximizing the likelihood for the data above the limit of quantification (LOQ) and treating BQL data as censored (M3), and like M3 but conditioning on the observation being greater than zero (M4). These four methods were compared using data simulated with a proportional error model. M2, M3, and M4 were also compared using data simulated from a positively truncated normal distribution. Successful terminations and bias and precision of parameter estimates were assessed. For the data simulated with a proportional error model, the overall performance was best for M3 followed by M2 and M1. M3 and M4 resulted in similar estimates in analyses without log transformation. For data simulated with the truncated normal distribution, M4 performed better than M3. Analyses that maximized the likelihood of the data above the LOQ and treated BQL data as censored provided the most accurate and precise parameter estimates.
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            Conditional weighted residuals (CWRES): a model diagnostic for the FOCE method.

            Population model analyses have shifted from using the first order (FO) to the first-order with conditional estimation (FOCE) approximation to the true model. However, the weighted residuals (WRES), a common diagnostic tool used to test for model misspecification, are calculated using the FO approximation. Utilizing WRES with the FOCE method may lead to misguided model development/evaluation. We present a new diagnostic tool, the conditional weighted residuals (CWRES), which are calculated based on the FOCE approximation. CWRES are calculated as the FOCE approximated difference between an individual's data and the model prediction of that data divided by the root of the covariance of the data given the model. Using real and simulated data the CWRES distributions behave as theoretically expected under the correct model. In contrast, in certain circumstances, the WRES have distributions that greatly deviate from the expected, falsely indicating model misspecification. CWRES/WRES comparisons can also indicate if the FOCE estimation method will improve the results of an FO model fit to data. Utilization of CWRES could improve model development and evaluation and give a more accurate picture of if and when a model is misspecified when using the FO or FOCE methods.
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              Tenofovir disoproxil fumarate: clinical pharmacology and pharmacokinetics.

              Tenofovir disoproxil fumarate (tenofovir DF) is an oral prodrug of tenofovir, a nucleotide (nucleoside monophosphate) analogue with activity against retroviruses, including HIV-1, HIV-2 and hepadnaviruses. Following absorption, tenofovir DF is rapidly converted to tenofovir, which is metabolised intracellularly to its active anabolite tenofovir diphosphate, which is a competitive inhibitor of HIV-1 reverse transcriptase and terminates the growing DNA chain. Tenofovir exerts antiviral effects in a variety of cell types, including resting cells. Tenofovir exhibits longer serum (17 hours) and intracellular (> or =60 hours) half-lives than those of nucleoside analogues, which supports a flexible once-daily administration schedule. The pharmacokinetics of tenofovir are dose-proportional and similar in healthy volunteers and HIV-infected individuals. The oral bioavailability of tenofovir is enhanced by administration with a high-fat meal, but is similar at steady state when administered with or without a typical meal. Tenofovir is not a substrate, inducer or inhibitor of human cytochrome P450 enzymes in vitro or in vivo. Tenofovir DF has been studied with 15 other antiretroviral and other concomitant medications frequently used in the HIV-1-infected population. With the exception of didanosine and atazanavir, which require dosage modifications, no clinically significant drug interactions have been observed with tenofovir DF. The recommended oral dosage of tenofovir DF in adults is 300 mg/day. Tenofovir is eliminated by renal elimination, including tubular secretion; dose-interval adjustments are necessary for tenofovir DF in patients with significant renal impairment. No dosage adjustment of tenofovir DF is necessary in patients with liver disease.
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                Author and article information

                Journal
                J Clin Pharmacol
                J Clin Pharmacol
                10.1002/(ISSN)1552-4604
                JCPH
                Journal of Clinical Pharmacology
                John Wiley and Sons Inc. (Hoboken )
                0091-2700
                1552-4604
                04 February 2015
                June 2015
                : 55
                : 6 ( doiID: 10.1002/jcph.v55.6 )
                : 629-638
                Affiliations
                [ 1 ] Department of Pharmaceutical SciencesMercer University College of Pharmacy Atlanta GAUSA
                [ 2 ] School of MedicineJohns Hopkins University Baltimore MDUSA
                [ 3 ]GVK Biosciences Pvt. Ltd. HyderabadIndia
                Author notes
                [*] [* ] Corresponding Author:

                Rebecca N. Burns, PharmD, PhD, Assistant Professor, College of Pharmacy, 3001 Mercer University Drive, Atlanta, GA 30341

                Email: burns_rn@ 123456mercer.edu

                Article
                JCPH461
                10.1002/jcph.461
                5008110
                25581815
                ba1bbf19-9bdf-49ac-9245-f1c122a9c78a
                © 2015 The Authors. The Journal of Clinical Pharmacology Published by Wiley Periodicals, Inc. on behalf of American College of Clinical Pharmacology

                This is an open access article under the terms of the Creative Commons Attribution‐NonCommercial‐NoDerivs License, which permits use and distribution in any medium, provided the original work is properly cited, the use is non‐commercial and no modifications or adaptations are made.

                History
                : 05 November 2014
                : 01 January 2015
                Page count
                Pages: 10
                Categories
                Pharmacometrics
                Pharmacometrics
                Custom metadata
                2.0
                jcph461
                June 2015
                Converter:WILEY_ML3GV2_TO_NLMPMC version:4.9.4 mode:remove_FC converted:31.08.2016

                tenofovir,tenofovir‐diphosphate,population pharmacokinetics,adherence

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