Soares Magalhães Ricardo J, Salamat Maria Sonia, Leonardo Lydia, Gray Darren J, Carabin Hélène, Halton Kate, McManus Donald P, Williams Gail M, Rivera Pilarita, Saniel Ofelia, Hernandez Leda, Yakob Laith, McGarvey Stephen, Clements Archie
University of Queensland, Infectious Disease Epidemiology Unit, School of Population Health, Public Health Building, Herston Road, 4006 Herston, Australia; University of Queensland, School of Veterinary Science, Gatton, 4343 Gatton, Australia.
University of The Philippines-Manila, College of Public Health, Department of Parasitology, Ermita, Manila, Philippines.
Int J Parasitol. 2014 Nov;44(13):977-84. doi: 10.1016/j.ijpara.2014.06.010. Epub 2014 Aug 13.
Schistosoma japonicum infection is believed to be endemic in 28 of the 80 provinces of The Philippines and the most recent data on schistosomiasis prevalence have shown considerable variability between provinces. In order to increase the efficient allocation of parasitic disease control resources in the country, we aimed to describe the small-scale spatial variation in S. japonicum prevalence across The Philippines, quantify the role of the physical environment in driving the spatial variation of S. japonicum, and develop a predictive risk map of S. japonicum infection. Data on S. japonicum infection from 35,754 individuals across the country were geo-located at the barangay level and included in the analysis. The analysis was then stratified geographically for the regions of Luzon, the Visayas and Mindanao. Zero-inflated binomial Bayesian geostatistical models of S. japonicum prevalence were developed and diagnostic uncertainty was incorporated. Results of the analysis show that in the three regions, males and individuals aged ⩾20years had significantly higher prevalence of S. japonicum compared with females and children <5years. The role of the environmental variables differed between regions of The Philippines. Schistosoma japonicum infection was widespread in the Visayas whereas it was much more focal in Luzon and Mindanao. This analysis revealed significant spatial variation in the prevalence of S. japonicum infection in The Philippines. This suggests that a spatially targeted approach to schistosomiasis interventions, including mass drug administration, is warranted. When financially possible, additional schistosomiasis surveys should be prioritised for areas identified to be at high risk but which were under-represented in our dataset.
据信,日本血吸虫感染在菲律宾80个省份中的28个呈地方流行,而关于血吸虫病流行率的最新数据显示,各省之间存在很大差异。为了提高该国寄生虫病控制资源的有效分配,我们旨在描述菲律宾各地日本血吸虫流行率的小规模空间变化,量化自然环境在驱动日本血吸虫空间变化中的作用,并绘制日本血吸虫感染的预测风险图。来自全国35754人的日本血吸虫感染数据在村一级进行了地理定位,并纳入分析。然后按吕宋岛、米沙鄢群岛和棉兰老岛地区进行地理分层分析。建立了日本血吸虫流行率的零膨胀二项贝叶斯地理统计模型,并纳入了诊断不确定性。分析结果表明,在这三个地区,男性和年龄≥20岁的个体的日本血吸虫流行率显著高于女性和年龄<5岁的儿童。环境变量的作用在菲律宾各地区有所不同。日本血吸虫感染在米沙鄢群岛广泛存在,而在吕宋岛和棉兰老岛则更为集中。该分析揭示了菲律宾日本血吸虫感染流行率存在显著的空间变化。这表明有必要采取针对血吸虫病干预措施的空间靶向方法,包括大规模药物给药。在财政可行的情况下,应优先对确定为高风险但在我们的数据集中代表性不足 的地区进行额外的血吸虫病调查。