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在瓦努阿图消除疟疾计划之前的疟疾基线空间分布。

Baseline spatial distribution of malaria prior to an elimination programme in Vanuatu.

机构信息

Pacific Malaria Initiative Support Centre (PacMISC), Australian Centre for International and Tropical Health (ACITH), School of Population Health, University of Queensland, Queensland, Australia.

出版信息

Malar J. 2010 Jun 2;9:150. doi: 10.1186/1475-2875-9-150.

Abstract

BACKGROUND

The Ministry of Health in the Republic of Vanuatu has implemented a malaria elimination programme in Tafea Province, the most southern and eastern limit of malaria transmission in the South West Pacific. Tafea Province is comprised of five islands with malaria elimination achieved on one of these islands (Aneityum) in 1998. The current study aimed to establish the baseline distribution of malaria on the most malarious of the province's islands, Tanna Island, to guide the implementation of elimination activities.

METHODS

A parasitological survey was conducted in Tafea Province in 2008. On Tanna Island there were 4,716 participants from 220 villages, geo-referenced using a global position system. Spatial autocorrelation in observed prevalence values was assessed using a semivariogram. Backwards step-wise regression analysis was conducted to determine the inclusion of environmental and climatic variables into a prediction model. The Bayesian geostatistical logistic regression model was used to predict malaria risk, and associated uncertainty across the island.

RESULTS

Overall, prevalence on Tanna was 1.0% for Plasmodium falciparum (accounting for 32% of infections) and 2.2% for Plasmodium vivax (accounting for 68% of infections). Regression analysis showed significant association with elevation and distance to coastline for P. vivax and P. falciparum, but no significant association with NDVI or TIR. Colinearity was observed between elevation and distance to coastline with the later variable included in the final Bayesian geostatistical model for P. vivax and the former included in the final model for P. falciparum. Model validation statistics revealed that the final Bayesian geostatistical model had good predictive ability.

CONCLUSION

Malaria in Tanna Island, Vanuatu, has a focal and predominantly coastal distribution. As Vanuatu refines its elimination strategy, malaria risk maps represent an invaluable resource in the strategic planning of all levels of malaria interventions for the island.

摘要

背景

瓦努阿图共和国卫生部在塔菲亚省实施了一项疟疾消除计划,该省位于西南太平洋疟疾传播的最南端和最东端。塔菲亚省由五个岛屿组成,其中一个岛屿(安尼提姆岛)于 1998 年消除了疟疾。本研究旨在确定该省最疟疾流行岛屿塔纳岛的疟疾基线分布情况,为消除活动的实施提供指导。

方法

2008 年在塔菲亚省进行了寄生虫学调查。在塔纳岛上,有 4716 名来自 220 个村庄的参与者,使用全球定位系统进行了地理参考。使用半变异函数评估观察到的流行率值的空间自相关。采用逐步回归分析确定环境和气候变量是否包含在预测模型中。贝叶斯地质统计学逻辑回归模型用于预测疟疾风险及其在整个岛屿上的不确定性。

结果

总体而言,塔纳岛的疟疾流行率为 1.0%(疟原虫感染率为 32%)和 2.2%(间日疟原虫感染率为 68%)。回归分析显示,海拔和距海岸线距离与间日疟原虫和疟原虫均有显著关联,但与 NDVI 或 TIR 无显著关联。海拔和距海岸线距离之间存在共线性,在间日疟原虫的最终贝叶斯地质统计学模型中包含了后者,而在疟原虫的最终模型中包含了前者。模型验证统计数据表明,最终的贝叶斯地质统计学模型具有良好的预测能力。

结论

瓦努阿图塔纳岛上的疟疾呈局灶性和主要沿海分布。随着瓦努阿图完善其消除策略,疟疾风险图代表了该岛各级疟疾干预战略规划的宝贵资源。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/888c/2893196/3ead2caf4f4b/1475-2875-9-150-1.jpg

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