Lu Yanhui, Goti Vineet, Chaturvedula Ayyappa, Haberer Jessica E, Fossler Michael J, Sale Mark E, Bangsberg David, Baeten Jared M, Celum Connie L, Hendrix Craig W
School of Medicine, Johns Hopkins University, Baltimore, Maryland, USA.
Pharmaceutical Sciences, Mercer University, Atlanta, Georgia, USA.
Antimicrob Agents Chemother. 2016 Aug 22;60(9):5379-86. doi: 10.1128/AAC.00559-16. Print 2016 Sep.
Antiretroviral preexposure prophylaxis (PrEP) with once-daily dosing of tenofovir and tenofovir-emtricitabine was shown to be effective for preventing HIV-1 infection in individuals who had HIV-1-seropositive partners (the Partners PrEP Study). We developed a population pharmacokinetic model for tenofovir and investigated the impacts of different dose reporting methods. Dosing information was collected as patient-reported dosing information (PRDI) from 404 subjects (corresponding to 1,280 drug concentration records) from the main trial and electronic monitoring-based adherence data collected from 211 subjects (corresponding to 327 drug concentration records) in an ancillary adherence study. Model development was conducted with NONMEM (7.2), using PRDI with a steady-state assumption or using PRDI replaced with electronic monitoring records where available. A two-compartment model with first-order absorption was the best model in both modeling approaches, with the need for an absorption lag time when electronic monitoring-based dosing records were included in the analysis. Age, body weight, and creatinine clearance were significant covariates on clearance, but only creatinine clearance was retained in the final models per stepwise selection. Sex was not a significant covariate on clearance. Tenofovir population pharmacokinetic parameter estimates and the precisions of the parameters from the two final models were comparable with the point estimates of the parameters, differing from 0% to 35%, and bootstrap confidence intervals widely overlapped. These findings indicate that PRDI was sufficient for population pharmacokinetic model development in this study, with a high level of adherence per multiple measures.
在有HIV-1血清学阳性伴侣的个体中,每日一次服用替诺福韦和替诺福韦-恩曲他滨进行抗逆转录病毒暴露前预防(PrEP)被证明对预防HIV-1感染有效(伴侣PrEP研究)。我们建立了替诺福韦的群体药代动力学模型,并研究了不同剂量报告方法的影响。剂量信息作为患者报告的剂量信息(PRDI)从主要试验的404名受试者(对应1280条药物浓度记录)中收集,并从一项辅助依从性研究的211名受试者(对应327条药物浓度记录)中收集基于电子监测的依从性数据。使用NONMEM(7.2)进行模型开发,采用具有稳态假设的PRDI,或在可用时用电子监测记录替换PRDI。在两种建模方法中,具有一级吸收的二室模型都是最佳模型,当分析中纳入基于电子监测的给药记录时,需要一个吸收滞后时间。年龄、体重和肌酐清除率是清除率的显著协变量,但根据逐步选择,最终模型中仅保留了肌酐清除率。性别不是清除率的显著协变量。两个最终模型的替诺福韦群体药代动力学参数估计值和参数精度与参数的点估计值相当,差异在0%至35%之间,自助置信区间广泛重叠。这些发现表明,在本研究中,PRDI足以用于群体药代动力学模型开发,多次测量的依从性水平较高。