Canelas Tiago, Thomsen Edward, McDermott Daniel, Sternberg Eleanore, Thomas Matthew B, Worrall Eve
Vector Biology, Liverpool School of Tropical Medicine, Merseyside, United Kingdom.
Department of Entomology and Center for Infectious Disease Dynamics, The Pennsylvania State University, State College, Pennsylvania, United States of America.
PLOS Glob Public Health. 2021 Nov 15;1(11):e0000030. doi: 10.1371/journal.pgph.0000030. eCollection 2021.
New malaria control tools and tailoring interventions to local contexts are needed to reduce the malaria burden and meet global goals. The housing modification, screening plus a targeted house-based insecticide delivery system called the In2Care® Eave Tubes, has been shown to reduce clinical malaria in a large cluster randomised controlled trial. However, the widescale suitability of this approach is unknown. We aimed to predict household suitability and define the most appropriate locations for ground-truthing where Screening + Eave Tubes (SET) could be implemented across Côte d'Ivoire. We classified DHS sampled households into suitable for SET based on the walls and roof materials. We fitted a Bayesian beta-binomial logistic model using the integrated nested Laplace approximation (INLA) to predict suitability of SET and to define priority locations for ground-truthing and to calculate the potential population coverage and costs. Based on currently available data on house type and malaria infection rate, 31% of the total population and 17.5% of the population in areas of high malaria transmission live in areas suitable for SET. The estimated cost of implementing SET in suitable high malaria transmission areas would be $46m ($13m -$108m). Ground-truthing and more studies should be conducted to evaluate the efficacy and feasibility of SET in these settings. The study provides an example of implementing strategies to reflect local socio-economic and epidemiological factors, and move beyond blanket, one-size-fits-all strategies.
需要新的疟疾控制工具并根据当地情况调整干预措施,以减轻疟疾负担并实现全球目标。在一项大型整群随机对照试验中,房屋改造、筛查加上一种名为In2Care®屋檐管的有针对性的基于房屋的杀虫剂投放系统已被证明可减少临床疟疾。然而,这种方法的广泛适用性尚不清楚。我们旨在预测家庭适用性,并确定在科特迪瓦全国实施筛查+屋檐管(SET)的最适合进行实地验证的地点。我们根据墙壁和屋顶材料将 DHS 抽样家庭分类为适合 SET 的家庭。我们使用集成嵌套拉普拉斯近似(INLA)拟合了一个贝叶斯β-二项逻辑模型,以预测 SET 的适用性,确定实地验证的优先地点,并计算潜在的人口覆盖率和成本。根据目前关于房屋类型和疟疾感染率的数据,总人口的 31%以及疟疾高传播地区 17.5%的人口居住在适合 SET 的地区。在适合的疟疾高传播地区实施 SET 的估计成本为 4600 万美元(1300 万美元 - 1.08 亿美元)。应进行实地验证和更多研究,以评估 SET 在这些环境中的有效性和可行性。该研究提供了一个实施策略的示例,以反映当地的社会经济和流行病学因素,并超越一刀切的通用策略。