Owili Patrick Opiyo, Lien Wei-Hung, Muga Miriam Adoyo, Lin Tang-Huang
International PhD Program in Environmental Science & Technology (UST), Institute of Environmental & Occupational Health, National Yang Ming University, Taipei City 112, Taiwan.
Center for Space and Remote Sensing Research, National Central University, Taoyuan City 320, Taiwan.
Int J Environ Res Public Health. 2017 Mar 30;14(4):359. doi: 10.3390/ijerph14040359.
Exploring the effects of different types of PM is necessary to reduce associated deaths, especially in low- and middle-income countries (LMICs). Hence we determined types of ambient PM before exploring their effects on under-five and maternal mortality in Africa. The spectral derivate of aerosol optical depth (AOD) from Moderate Resolution Imaging Spectroradiometer (MODIS) products from 2000 to 2015 were employed to determine the aerosol types before using Generalized Linear and Additive Mixed-Effect models with Poisson link function to explore the associations and penalized spline for dose-response relationships. Four types of PM were identified in terms of mineral dust, anthropogenic pollutant, biomass burning and mixture aerosols. The results demonstrate that biomass PM increased the rate of under-five mortality in Western and Central Africa, each by 2%, and maternal mortality in Central Africa by 19%. Anthropogenic PM increased under-five and maternal deaths in Northern Africa by 5% and 10%, respectively, and maternal deaths by 4% in Eastern Africa. Dust PM increased under-five deaths in Northern, Western, and Central Africa by 3%, 1%, and 10%, respectively. Mixture PM only increased under-five deaths and maternal deaths in Western (incidence rate ratio = 1.01, < 0.10) and Eastern Africa (incidence rate ratio = 1.06, < 0.01), respectively. The findings indicate the types of ambient PM are significantly associated with under-five and maternal mortality in Africa where the exposure level usually exceeds the World Health Organization's (WHO) standards. Appropriate policy actions on protective and control measures are therefore suggested and should be developed and implemented accordingly.
探索不同类型的细颗粒物(PM)的影响对于减少相关死亡至关重要,尤其是在低收入和中等收入国家(LMICs)。因此,在探究其对非洲五岁以下儿童和孕产妇死亡率的影响之前,我们先确定了环境细颗粒物的类型。利用2000年至2015年中分辨率成像光谱仪(MODIS)产品的气溶胶光学厚度(AOD)光谱导数来确定气溶胶类型,然后使用具有泊松链接函数的广义线性和加性混合效应模型来探究关联,并使用惩罚样条来分析剂量反应关系。根据矿物粉尘、人为污染物、生物质燃烧和气溶胶混合物确定了四种类型的细颗粒物。结果表明,生物质细颗粒物使西非和中非五岁以下儿童死亡率分别提高了2%,使中非孕产妇死亡率提高了19%。人为细颗粒物使北非五岁以下儿童和孕产妇死亡率分别提高了5%和10%,使东非孕产妇死亡率提高了4%。沙尘细颗粒物使北非、西非和中非五岁以下儿童死亡率分别提高了3%、1%和10%。混合细颗粒物仅分别使西非(发病率比=1.01,<0.10)和东非(发病率比=1.06,<0.01)的五岁以下儿童死亡率和孕产妇死亡率有所上升。研究结果表明,在非洲,环境细颗粒物的类型与五岁以下儿童和孕产妇死亡率显著相关,而该地区的暴露水平通常超过世界卫生组织(WHO)的标准。因此,建议针对保护和控制措施采取适当的政策行动,并应相应地制定和实施。