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东南亚青蒿素耐药性的群体药代动力学和药效学建模。

Population Pharmacokinetic and Pharmacodynamic Modeling of Artemisinin Resistance in Southeast Asia.

机构信息

Department of Pharmaceutical Biosciences, Uppsala University, Uppsala, Sweden.

Mahidol-Oxford Tropical Medicine Research Unit, Faculty of Tropical Medicine, Mahidol University, 420/6 Rajvithi Road, Bangkok, 10400, Thailand.

出版信息

AAPS J. 2017 Nov;19(6):1842-1854. doi: 10.1208/s12248-017-0141-1. Epub 2017 Sep 11.

Abstract

Orally administered artemisinin-based combination therapy is the first-line treatment against uncomplicated P. falciparum malaria worldwide. However, the increasing prevalence of artemisinin resistance is threatening efforts to treat and eliminate malaria in Southeast Asia. This study aimed to characterize the exposure-response relationship of artesunate in patients with artemisinin sensitive and resistant malaria infections. Patients were recruited in Pailin, Cambodia (n = 39), and Wang Pha, Thailand (n = 40), and received either 2 mg/kg/day of artesunate mono-therapy for 7 consecutive days or 4 mg/kg/day of artesunate monotherapy for 3 consecutive days followed by mefloquine 15 and 10 mg/kg for 2 consecutive days. Plasma concentrations of artesunate and its active metabolite, dihydroartemisinin, and microscopy-based parasite densities were measured and evaluated using nonlinear mixed-effects modeling. All treatments were well tolerated with minor and transient adverse reactions. Patients in Cambodia had substantially slower parasite clearance compared to patients in Thailand. The pharmacokinetic properties of artesunate and dihydroartemisinin were well described by transit-compartment absorption followed by one-compartment disposition models. Parasite density was a significant covariate, and higher parasite densities were associated with increased absorption. Dihydroartemisinin-dependent parasite killing was described by a delayed sigmoidal Emax model, and a mixture function was implemented to differentiate between sensitive and resistant infections. This predicted that 84% and 16% of infections in Cambodia and Thailand, respectively, were artemisinin resistant. The final model was used to develop a simple diagnostic nomogram to identify patients with artemisinin-resistant infections. The nomogram showed > 80% specificity and sensitivity, and outperformed the current practice of day 3 positivity testing.

摘要

口服青蒿素类复方疗法是全球治疗无并发症恶性疟原虫感染的一线疗法。然而,青蒿素耐药性的日益流行正威胁着在东南亚地区治疗和消除疟疾的努力。本研究旨在描述青蒿琥酯在敏感和耐药疟原虫感染患者中的暴露-反应关系。患者在柬埔寨的拜林(n=39)和泰国的旺帕(n=40)招募,并接受 2 毫克/千克/天的青蒿琥酯单药治疗连续 7 天或 4 毫克/千克/天的青蒿琥酯单药治疗连续 3 天,随后给予氯喹 15 和 10 毫克/千克连续 2 天。测量并使用非线性混合效应模型评估青蒿琥酯及其活性代谢物双氢青蒿素的血浆浓度和基于显微镜的寄生虫密度。所有治疗均耐受良好,仅有轻微和短暂的不良反应。与泰国患者相比,柬埔寨患者的寄生虫清除速度明显较慢。青蒿琥酯和双氢青蒿素的药代动力学特性通过转运室吸收后单室分布模型得到了很好的描述。寄生虫密度是一个重要的协变量,较高的寄生虫密度与吸收增加相关。双氢青蒿素依赖性寄生虫杀灭作用由延迟的 Sigmoid Emax 模型描述,并实施混合函数来区分敏感和耐药感染。这预测柬埔寨和泰国分别有 84%和 16%的感染是青蒿素耐药的。最终模型用于开发一种简单的诊断列线图来识别青蒿素耐药感染的患者。该列线图显示出>80%的特异性和敏感性,并且优于目前第 3 天阳性检测的做法。

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