Tarning Joel, Lindegardh Niklas, Lwin Khin Maung, Annerberg Anna, Kiricharoen Lily, Ashley Elizabeth, White Nicholas J, Nosten François, Day Nicholas P J
Mahidol Oxford Tropical Medicine Research Unit, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand.
Antimicrob Agents Chemother. 2014;58(4):2052-8. doi: 10.1128/AAC.02318-13. Epub 2014 Jan 21.
Previously published literature reports various impacts of food on the oral bioavailability of piperaquine. The aim of this study was to use a population modeling approach to investigate the impact of concomitant intake of a small amount of food on piperaquine pharmacokinetics. This was an open, randomized comparison of piperaquine pharmacokinetics when administered as a fixed oral formulation once daily for 3 days with (n=15) and without (n=15) concomitant food to patients with uncomplicated Plasmodium falciparum malaria in Thailand. Nonlinear mixed-effects modeling was used to characterize the pharmacokinetics of piperaquine and the influence of concomitant food intake. A modified Monte Carlo mapped power approach was applied to evaluate the relationship between statistical power and various degrees of covariate effect sizes of the given study design. Piperaquine population pharmacokinetics were described well in fasting and fed patients by a three-compartment distribution model with flexible absorption. The final model showed a 25% increase in relative bioavailability per dose occasion during recovery from malaria but demonstrated no clinical impact of concomitant intake of a low-fat meal. Body weight and age were both significant covariates in the final model. The novel power approach concluded that the study was adequately powered to detect a food effect of at least 35%. This modified Monte Carlo mapped power approach may be a useful tool for evaluating the power to detect true covariate effects in mixed-effects modeling and a given study design. A small amount of food does not affect piperaquine absorption significantly in acute malaria.
先前发表的文献报道了食物对哌喹口服生物利用度的各种影响。本研究的目的是采用群体建模方法,研究同时摄入少量食物对哌喹药代动力学的影响。这是一项开放性随机对照研究,在泰国对15例伴有食物和15例不伴有食物的单纯恶性疟患者,每日一次固定口服制剂给药3天,比较哌喹的药代动力学。采用非线性混合效应模型来描述哌喹的药代动力学以及同时摄入食物的影响。应用改进的蒙特卡洛映射效能方法来评估给定研究设计的统计效能与不同程度协变量效应大小之间的关系。通过具有灵活吸收的三室分布模型,在空腹和进食患者中均能很好地描述哌喹的群体药代动力学。最终模型显示,疟疾恢复期间每次给药的相对生物利用度增加25%,但同时摄入低脂餐未显示出临床影响。体重和年龄在最终模型中均为显著协变量。新的效能方法得出结论,该研究有足够的效能检测至少35%的食物效应。这种改进的蒙特卡洛映射效能方法可能是评估混合效应模型和给定研究设计中检测真实协变量效应效能的有用工具。在急性疟疾中,少量食物对哌喹吸收无显著影响。