Spatial modeling of soil-transmitted helminthiases in Colombia under climate change scenarios

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Mario J Olivera, Julián Felipe Porras-Villamil, Màrius Vicent Fuentes
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Abstract

Introduction: Soil-transmitted helminthiases remain a significant public health burden in Colombia, especially in rural and tropical areas. Climate change is expected to alter environmental conditions that favor the survival and transmission of Ascaris lumbricoides, Trichuris trichiura, and hookworms.

Objective: To estimate the current spatial distribution of these infections and project prevalence changes by 2035 under climate change scenarios, with and without public health interventions.

Materials and methods: An ecological study with spatial modeling was conducted, integrating epidemiological, climatic, and biological data. Baseline prevalence data were obtained from the Encuesta Nacional de Parasitismo Intestinal (2012-2014). Climate projections from the ERA5-Land satellite product (2024-2035) were used alongside generalized additive models to estimate environmental suitability. A systematic review defined optimal temperature and humidity thresholds for the development of infective stages. Two scenarios were modeled: one without intervention and another with mass drug administration and improved sanitation.

Results: Baseline prevalence was 11.3% for A. lumbricoides, 18.4% for T. trichiura, and 6.4% for hookworms, with highest rates in Amazonia and the Sierra Nevada de Santa Marta. In a no-intervention scenario, projected prevalences increased to 13.6, 21.2, and 8.0%, respectively. The intervention scenario reduced these to 6.8%, 12.7%, and 5.6%. Temperature and humidity were strong positive predictors (p < 0.01), while altitude and forest cover showed negative associations.

Conclusions: Climate change may intensify soil-transmitted helminthiases transmission in Colombia by 2035. However, sustained control strategies could significantly mitigate this impact. Spatial modeling offers a valuable tool to guide targeted interventions and inform public health planning.

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气候变化情景下哥伦比亚土壤传播蠕虫病的空间模拟。
导言:在哥伦比亚,特别是在农村和热带地区,土壤传播的蠕虫病仍然是一个重大的公共卫生负担。预计气候变化将改变有利于类蚓蛔虫、毛线虫和钩虫生存和传播的环境条件。目的:估计在气候变化情景下,在有和没有公共卫生干预的情况下,这些感染的当前空间分布和2035年的流行率变化。材料和方法:结合流行病学、气候和生物学数据,采用空间模型进行生态学研究。基线患病率数据来自国家肠道寄生虫调查(2012-2014年)。ERA5-Land卫星产品的气候预估(2024-2035)与广义加性模型一起用于估计环境适宜性。一项系统综述确定了感染阶段发展的最佳温度和湿度阈值。模拟了两种情况:一种没有干预,另一种有大量药物管理和改善卫生条件。结果:基线流行率为:蚓类为11.3%,毛虫为18.4%,钩虫为6.4%,亚马逊地区和圣玛尔塔内华达山脉地区最高。在不进行干预的情况下,预计患病率分别增加到13.6%、21.2%和8.0%。干预方案将其降低到6.8%、12.7%和5.6%。温度和湿度是显著的正向预测因子(p < 0.01),海拔和森林覆盖呈负相关。结论:到2035年,气候变化可能加剧哥伦比亚土壤传播蠕虫病的传播。然而,持续的控制策略可以显著减轻这种影响。空间建模为指导有针对性的干预措施和为公共卫生规划提供了宝贵的工具。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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