Brock Aleisha R, Ross Joshua V, Greenhalgh Scott, Durham David P, Galvani Alison, Parikh Sunil, Esterman Adrian
School of Nursing & Midwifery, University of South Australia, Adelaide, SA, Australia.
School of Mathematical Sciences, The University of Adelaide, Adelaide, SA, Australia.
Infect Dis Model. 2017 Apr 15;2(2):161-187. doi: 10.1016/j.idm.2017.04.001. eCollection 2017 May.
The use of poor quality antimalarial medicines, including the use of non-recommended medicines for treatment such as sulfadoxine-pyrimethamine (SP) monotherapy, undermines malaria control and elimination efforts. Furthermore, the use of subtherapeutic doses of the active ingredient(s) can theoretically promote the emergence and transmission of drug resistant parasites.
We developed a deterministic compartmental model to quantify the impact of antimalarial medicine quality on the transmission of SP resistance, and validated it using sensitivity analysis and a comparison with data from Kenya collected in 2006. We modelled human and mosquito population dynamics, incorporating two subtypes (SP-sensitive and SP-resistant) and both poor quality and good quality (artemether-lumefantrine) antimalarial use.
The model predicted that an increase in human malaria cases, and among these, an increase in the proportion of SP-resistant infections, resulted from an increase in poor quality SP antimalarial use, whether it was full- or half-dose SP monotherapy.
Our findings suggest that an increase in poor quality antimalarial use predicts an increase in the transmission of resistance. This highlights the need for stricter control and regulation on the availability and use of poor quality antimalarial medicines, in order to offer safe and effective treatments, and work towards the eradication of malaria.
使用质量不佳的抗疟药物,包括使用如磺胺多辛-乙胺嘧啶(SP)单药疗法等非推荐用于治疗的药物,会破坏疟疾控制和消除工作。此外,使用低于治疗剂量的活性成分理论上会促进耐药寄生虫的出现和传播。
我们建立了一个确定性的 compartments 模型来量化抗疟药物质量对 SP 耐药性传播的影响,并通过敏感性分析以及与 2006 年在肯尼亚收集的数据进行比较来验证该模型。我们对人类和蚊子种群动态进行建模,纳入了两种亚型(对 SP 敏感和对 SP 耐药)以及质量不佳和质量良好(蒿甲醚-本芴醇)的抗疟药物使用情况。
该模型预测,无论使用的是全剂量还是半剂量的 SP 单药疗法,质量不佳的 SP 抗疟药物使用增加都会导致人类疟疾病例增加,其中对 SP 耐药感染的比例也会增加。
我们的研究结果表明,质量不佳的抗疟药物使用增加预示着耐药性传播的增加。这凸显了对质量不佳的抗疟药物的可得性和使用进行更严格控制和监管的必要性,以便提供安全有效的治疗方法,并努力根除疟疾。