Gerardin Jaline, Eckhoff Philip, Wenger Edward A
Institute for Disease Modeling, Intellectual Ventures, 1555 132nd Ave NE, Bellevue, WA, 98005, USA.
BMC Infect Dis. 2015 Mar 22;15:144. doi: 10.1186/s12879-015-0887-y.
Antimalarial drugs are a powerful tool for malaria control and elimination. Artemisinin-based combination therapies (ACTs) can reduce transmission when widely distributed in a campaign setting. Modelling mass antimalarial campaigns can elucidate how to most effectively deploy drug-based interventions and quantitatively compare the effects of cure, prophylaxis, and transmission-blocking in suppressing parasite prevalence.
A previously established agent-based model that includes innate and adaptive immunity was used to simulate malaria infections and transmission. Pharmacokinetics of artemether, lumefantrine, dihydroartemisinin, piperaquine, and primaquine were modelled with a double-exponential distribution-elimination model including weight-dependent parameters and age-dependent dosing. Drug killing of asexual parasites and gametocytes was calibrated to clinical data. Mass distribution of ACTs and primaquine was simulated with seasonal mosquito dynamics at a range of transmission intensities.
A single mass campaign with antimalarial drugs is insufficient to permanently reduce malaria prevalence when transmission is high. Current diagnostics are insufficiently sensitive to accurately identify asymptomatic infections, and mass-screen-and-treat campaigns are much less efficacious than mass drug administrations. Improving campaign coverage leads to decreased prevalence one month after the end of the campaign, while increasing compliance lengthens the duration of protection against reinfection. Use of a long-lasting prophylactic as part of a mass drug administration regimen confers the most benefit under conditions of high transmission and moderately high coverage. Addition of primaquine can reduce prevalence but exerts its largest effect when coupled with a long-lasting prophylactic.
Mass administration of antimalarial drugs can be a powerful tool to reduce prevalence for a few months post-campaign. A slow-decaying prophylactic administered with a parasite-clearing drug offers strong protection against reinfection, especially in highly endemic areas. Transmission-blocking drugs have only limited effects unless administered with a prophylactic under very high coverage.
抗疟药物是疟疾控制和消除的有力工具。以青蒿素为基础的联合疗法(ACTs)在大规模推广时可减少传播。模拟大规模抗疟运动有助于阐明如何最有效地部署基于药物的干预措施,并定量比较治愈、预防和传播阻断在抑制寄生虫流行率方面的效果。
使用先前建立的包含先天免疫和适应性免疫的基于主体的模型来模拟疟疾感染和传播。采用双指数分布消除模型对蒿甲醚、本芴醇、双氢青蒿素、哌喹和伯氨喹的药代动力学进行建模,该模型包括体重依赖参数和年龄依赖给药。无性寄生虫和配子体的药物杀灭作用根据临床数据进行校准。在一系列传播强度下,结合季节性蚊虫动态模拟ACTs和伯氨喹的大规模分发。
当传播率高时,单次大规模抗疟药物运动不足以永久降低疟疾流行率。当前的诊断方法对准确识别无症状感染的敏感性不足,大规模筛查和治疗运动的效果远不如大规模药物给药。提高运动覆盖率可使运动结束后一个月的流行率降低,而提高依从性可延长预防再感染的保护期。在高传播和中等高覆盖率条件下,将长效预防药物作为大规模药物给药方案的一部分使用带来的益处最大。添加伯氨喹可降低流行率,但与长效预防药物联合使用时效果最为显著。
大规模施用抗疟药物可以是在运动后几个月降低流行率的有力工具。与清除寄生虫的药物一起施用的缓慢衰减预防药物可提供强大的再感染保护,特别是在高度流行地区。除非在非常高的覆盖率下与预防药物一起施用,否则传播阻断药物的效果有限。