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环境决定大肠杆菌,与腹泻病的关系,以及热带西非(布基纳法索卡波雷)脆弱性标准的指示。

Environmental determinants of E. coli, link with the diarrheal diseases, and indication of vulnerability criteria in tropical West Africa (Kapore, Burkina Faso).

机构信息

LETG, CNRS, Université de Nantes, Nantes, France.

GET, Université de Toulouse III, CNRS, IRD, CNES, Toulouse, France.

出版信息

PLoS Negl Trop Dis. 2021 Aug 17;15(8):e0009634. doi: 10.1371/journal.pntd.0009634. eCollection 2021 Aug.

Abstract

In 2017, diarrheal diseases were responsible for 606 024 deaths in Sub-Saharan Africa. This situation is due to domestic and recreational use of polluted surface waters, deficits in hygiene, access to healthcare and drinking water, and to weak environmental and health monitoring infrastructures. Escherichia coli (E. coli) is an indicator for the enteric pathogens that cause many diarrheal diseases. The links between E. coli, diarrheal diseases and environmental parameters have not received much attention in West Africa, and few studies have assessed health risks by taking into account hazards and socio-health vulnerabilities. This case study, carried out in Burkina Faso (Bagre Reservoir), aims at filling this knowledge gap by analyzing the environmental variables that play a role in the dynamics of E. coli, cases of diarrhea, and by identifying initial vulnerability criteria. A particular focus is given to satellite-derived parameters to assess whether remote sensing can provide a useful tool to assess the health hazard. Samples of surface water were routinely collected to measure E. coli, enterococci and suspended particulate matter (SPM) at a monitoring point (Kapore) during one year. In addition, satellite data were used to estimate precipitation, water level, Normalized Difference Vegetation Index (NDVI) and SPM. Monthly epidemiological data for cases of diarrhea from three health centers were also collected and compared with microbiological and environmental data. Finally, semi-structured interviews were carried out to document the use of water resources, contact with elements of the hydrographic network, health behavior and condition, and water and health policy and prevention, in order to identify the initial vulnerability criteria. A positive correlation between E. coli and enterococci in surface waters was found indicating that E. coli is an acceptable indicator of fecal contamination in this region. E. coli and diarrheal diseases were strongly correlated with monsoonal precipitation, in situ SPM, and Near Infra-Red (NIR) band between March and November. Partial least squares regression showed that E. coli concentration was strongly associated with precipitation, Sentinel-2 reflectance in the NIR and SPM, and that the cases of diarrhea were strongly associated with precipitation, NIR, E. coli, SPM, and to a lesser extent with NDVI. Moreover, E. coli dynamics were reproduced using satellite data alone, particularly from February to mid-December (R2 = 0.60) as were cases of diarrhea throughout the year (R2 = 0.76). This implies that satellite data could provide an important contribution to water quality monitoring. Finally, the vulnerability of the population was found to increase during the rainy season due to reduced accessibility to healthcare and drinking water sources and increased use of water of poor quality. During this period, surface water is used because it is close to habitations, easy to use and free from monetary or political constraints. This vulnerability is aggravated by marginality and particularly affects the Fulani, whose concessions are often close to surface water (river, lake) and far from health centers.

摘要

2017 年,腹泻病在撒哈拉以南非洲导致 606024 人死亡。这种情况是由于家庭和娱乐用水受到污染、卫生条件差、获得医疗保健和饮用水的机会有限以及环境和卫生监测基础设施薄弱造成的。大肠杆菌(E. coli)是引起许多腹泻病的肠道病原体的指标。在西非,大肠杆菌、腹泻病和环境参数之间的联系并没有引起太多关注,很少有研究考虑到危害和社会健康脆弱性来评估健康风险。本案例研究在布基纳法索(巴格雷水库)进行,旨在通过分析在大肠杆菌、腹泻病例中起作用的环境变量,并确定初始脆弱性标准,来填补这一知识空白。特别关注卫星衍生参数,以评估遥感是否可以提供评估健康危害的有用工具。在一年的时间里,在一个监测点(卡波雷)定期采集地表水样本,以测量大肠杆菌、肠球菌和悬浮颗粒物(SPM)。此外,还利用卫星数据估计降水、水位、归一化差异植被指数(NDVI)和 SPM。还收集了来自三个卫生中心的腹泻病每月流行病学数据,并将其与微生物学和环境数据进行比较。最后,进行了半结构化访谈,记录了水资源的使用情况、与水文网络元素的接触情况、健康行为和状况以及水和卫生政策和预防情况,以确定初始脆弱性标准。发现地表水大肠杆菌和肠球菌之间存在正相关关系,表明大肠杆菌是该地区粪便污染的可接受指标。大肠杆菌和腹泻病与季风降水、原位 SPM 和 3 月至 11 月之间的近红外(NIR)波段密切相关。偏最小二乘回归表明,大肠杆菌浓度与降水、Sentinel-2 在 NIR 中的反射率和 SPM 强烈相关,腹泻病例与降水、NIR、大肠杆菌、SPM 强烈相关,与 NDVI 的相关性较小。此外,仅使用卫星数据就可以复制大肠杆菌的动态,特别是从 2 月到 12 月中旬(R2 = 0.60)以及全年的腹泻病例(R2 = 0.76)。这意味着卫星数据可以为水质监测提供重要贡献。最后,发现人口脆弱性在雨季会增加,原因是获得医疗保健和饮用水源的机会减少,以及对水质较差的水的使用增加。在这个时期,由于靠近住区、易于使用且不受货币或政治限制,人们会使用地表水。这种脆弱性因边缘性而加剧,特别是对富拉尼人造成影响,他们的土地往往靠近地表水(河流、湖泊),远离保健中心。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b18a/8370611/51f4b021cf34/pntd.0009634.g001.jpg

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