Geospatial

地理空间
  • 文章类型: Journal Article
    与小儿神经母细胞性肿瘤恶性肿瘤相关的环境风险因素尚不为人所知,很少有研究研究工业排放与神经母细胞性肿瘤诊断之间的关系。在多伦多的一家三级医院评估了310例患者的回顾性病例系列,加拿大2008年1月至2018年12月。来自国家污染物释放清单(NPRI)的数据用于估计已知或怀疑具有致癌性或胚胎毒性的十几种化学物质的暴露。恶性和良性神经母细胞瘤的比较分析和预测逻辑回归模型包括居住附近的变量,number,和工业类型,2公里内的平均总排放量,以及在10和50公里的情况下估计的特定化学品工业排放的距离加权(IDW)数量。恶性和良性病例之间在与工业的平均最近居住距离方面没有显着差异,行业的数量或类型,或案件居住地点半径2公里内工业排放的平均总量。然而,1993年至2019年10公里内释放的二恶英和呋喃的内插IDW排放量存在统计学上的显著差异.与1.13gTEQ(SD0.84gTEQ)的良性神经母细胞性肿瘤相比,1.65克(g)毒性当量(TEQ)(SD2.01gTEQ)的恶性神经母细胞性肿瘤的浓度显着升高(p=0.05)。在诊断前3年50公里内,恶性病例暴露于较高水平的铝,苯,和二氧化氮(分别为p=0.02,p=0.04和p=0.02)。对50km半径内IDW排放的回归分析显示,恶性神经母细胞性肿瘤暴露于苯的几率更高(OR=1.03,CI:1.01-1.05,p=0.01)。这些初步发现表明工业排放在恶性小儿神经母细胞性肿瘤的发展中的潜在作用,并强调需要进一步研究以调查这些关联。
    Environmental risk factors associated with malignancy of pediatric neuroblastic tumours are not well-known and few studies have examined the relationship between industrial emissions and neuroblastic tumour diagnosis. A retrospective case series of 310 patients was evaluated at a tertiary hospital in Toronto, Canada between January 2008, and December 2018. Data from the National Pollutant Release Inventory (NPRI) were used to estimate exposure for a dozen chemicals with known or suspected carcinogenicity or embryotoxicity. Comparative analysis and predictive logistic regression models for malignant versus benign neuroblastic tumours included variables for residential proximity, number, and type of industries, mean total emissions within 2 km, and inverse distance weighted (IDW) quantity of chemical-specific industrial emissions estimated within 10 and 50 km of cases. No significant difference was seen between malignant and benign cases with respect to the mean nearest residential distance to industry, the number or type of industry, or the mean total quantity of industrial emissions within a 2 km radius of residential location of cases. However, there were statistically significant differences in the interpolated IDW emissions of dioxins and furans released between 1993 and 2019 within 10 km. Concentrations were significantly higher in malignant neuroblastic tumours at 1.65 grams (g) toxic equivalent (TEQ) (SD 2.01 g TEQ) compared to benign neuroblastic tumours at 1.13 g TEQ (SD 0.84 g TEQ) (p = 0.05). Within 50 km 3 years prior to diagnosis, malignant cases were exposed to higher levels of aluminum, benzene, and nitrogen dioxide (p = 0.02, p = 0.04, and p = 0.02 respectively). Regression analysis of the IDW emissions within a 50 km radius revealed higher odds of exposure to benzene for malignant neuroblastic tumours (OR = 1.03, CI: 1.01-1.05, p = 0.01). These preliminary findings suggest a potential role of industrial emissions in the development of malignant pediatric neuroblastic tumours and underscore the need for further research to investigate these associations.
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  • 文章类型: Journal Article
    UNASSIGNED: Childhood exposures to discarded needles pose a direct risk for infection with blood-borne pathogens and psychological trauma for caregivers and children. Little is known about environmental predictors of discarded needles relative to areas where children are frequent, such as schools.
    UNASSIGNED: We investigated spatiotemporal trends in discarded needle reports and the density near schools in Boston, Massachusetts, between 2016 and 2019.
    UNASSIGNED: We used the kernel density estimation (KDE) and a relative risk function (RRF) to explore their spatial distribution and temporal changes of discarded needles reported through the 311 service request system in Boston. The density of needle pick-up requests around schools was investigated by using Thiessen polygons.
    UNASSIGNED: Between January 2016 and December 2019, 18,272 discarded needle reports were made. Publicly reported discarded needles in Boston sharply increased over the 4 years and the highest density of needles was found in 2 central neighborhoods. The density of reports of discarded needles near schools increased among the majority of schools. About 30% of schools demonstrated an increase of 100% or more in reports of discarded needles.
    UNASSIGNED: This analysis provides insight into potential risk of exposure to needle stick injuries for children based on utilizing publicly available crowd-sourced data. Monitoring the density of discarded needles near schools may be a novel approach to improve public health efforts to distribute safe needle disposal locations and reduce injection drug use in public.
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  • 文章类型: Journal Article
    非结核分枝杆菌(NTM)是普遍存在的环境细菌,可能导致慢性肺部疾病,并且是囊性纤维化(pwCF)患者中最难以治疗的感染之一。环境因素可能导致NTM密度增加,暴露和感染的可能性更高。
    确定影响科罗拉多州pwCF中NTM感染几率的水质成分。
    我们使用来自科罗拉多CF中心NTM数据库的患者数据进行了基于人群的嵌套病例对照研究。我们将pwCF的数据和从水质门户提取的水质数据相关联,以估计NTM感染的几率。使用具有二项分布离散响应的贝叶斯广义线性模型,我们对三个独立的结果进行了建模;任何NTM感染,由鸟分枝杆菌复杂物种引起的感染,和脓肿分枝杆菌组物种引起的感染。
    我们在所有模型的pwCF中观察到与水源水中的钼和脓肿分枝杆菌组物种感染的一致关联。地表水中钼的对数浓度每增加1个单位,与NTM培养阴性的人相比,脓肿分枝杆菌组的感染几率增加了79%。脓肿分枝杆菌组感染的几率因县而异;感染概率最高的县位于主要河流沿线。
    我们已经确定源水中的钼是科罗拉多州pwCF中脓肿分枝杆菌组感染的最预测因素。这一发现将有助于告知有NTM风险的患者他们居住在特定地区的相对风险。
    Nontuberculous mycobacteria (NTM) are ubiquitous environmental bacteria that may cause chronic lung disease and are one of the most difficult-to-treat infections among persons with cystic fibrosis (pwCF). Environmental factors likely contribute to increased NTM densities, with higher potential for exposure and infection.
    To identify water-quality constituents that influence odds of NTM infection among pwCF in Colorado.
    We conducted a population-based nested case-control study using patient data from the Colorado CF Center NTM database. We associated data from pwCF and water-quality data extracted from the Water Quality Portal to estimate odds of NTM infection. Using Bayesian generalized linear models with binomial-distributed discrete responses, we modeled three separate outcomes; any NTM infection, infections due to Mycobacterium avium complex species, and infections due to M. abscessus group species.
    We observed a consistent association with molybdenum in the source water and M. abscessus group species infection among pwCF in all models. For every 1-unit increase in the log concentration of molybdenum in surface water, the odds of infection for those with M. abscessus group species compared to those who were NTM culture-negative increased by 79%. The odds of M. abscessus group infection varied by county; the counties with the highest probability of infection are located along the major rivers.
    We have identified molybdenum in the source water as the most predictive factor of M. abscessus group infection among pwCF in Colorado. This finding will help inform patients at risk for NTM of their relative risks in residing within specific regions.
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  • 文章类型: Journal Article
    像COVID-19大流行这样的灾难对资源提出了压倒性的需求,而官方组织并不总是能满足这些需求。有限的资源和人类对危机的反应可能导致当地社区成员相互求助以满足眼前的需求。这种自发的公民主导的反应对于社区应对危机的能力至关重要。因此,必须了解此类举措的范围,以便在最需要的地方提供支持。然而,快速发展的情况和不同的定义可能使社区反应难以衡量。
    为了创建一个可访问的互动地图,展示威尔士新冠肺炎大流行期间公民主导的社区对需求的反应,英国结合了从多个数据提供商收集的信息,以反映对需求和支持的不同解释。
    我们从官方数据提供者和社区生成源的组合中收集了数据,创建了14个代表需求和支持的变量。这些变量是由可再现的数据管道导出的,该管道可实现新数据的灵活集成。交互式工具可在线获得(www.covidresponsemap.威尔士),并且可以在两个地理分辨率下绘制可用数据。用户选择他们感兴趣的变量,和地图的解释是由一个链接的蜂群图辅助。
    我们开发的新颖方法使社区响应各个级别的人们能够探索和分析整个威尔士的需求和支持分布。虽然社区生成的数据的准确性可能会受到限制,我们证明,它们可以有效地与传统数据源一起使用,以最大程度地理解社区行动。这增加了我们衡量社区反应和复原力的总体目标,以及为一系列受众提供复杂的人口健康数据。未来的发展包括整合其他因素,如福祉。
    BACKGROUND: Disasters such as the COVID-19 pandemic pose an overwhelming demand on resources that cannot always be met by official organisations. Limited resources and human response to crises can lead members of local communities to turn to one another to fulfil immediate needs. This spontaneous citizen-led response can be crucial to a community\'s ability to cope in a crisis. It is thus essential to understand the scope of such initiatives so that support can be provided where it is most needed. Nevertheless, quickly developing situations and varying definitions can make the community response challenging to measure.
    OBJECTIVE: To create an accessible interactive map of the citizen-led community response to need during the COVID-19 pandemic in Wales, UK that combines information gathered from multiple data providers to reflect different interpretations of need and support.
    METHODS: We gathered data from a combination of official data providers and community-generated sources to create 14 variables representative of need and support. These variables are derived by a reproducible data pipeline that enables flexible integration of new data. The interactive tool is available online (www.covidresponsemap.wales) and can map available data at two geographic resolutions. Users choose their variables of interest, and interpretation of the map is aided by a linked bee-swarm plot.
    CONCLUSIONS: The novel approach we developed enables people at all levels of community response to explore and analyse the distribution of need and support across Wales. While there can be limitations to the accuracy of community-generated data, we demonstrate that they can be effectively used alongside traditional data sources to maximise the understanding of community action. This adds to our overall aim to measure community response and resilience, as well as to make complex population health data accessible to a range of audiences. Future developments include the integration of other factors such as well-being.
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  • 文章类型: Journal Article
    考虑到对健康的重大影响,我们评估了不良事件(AE)的地理空间格局,定义为身体或性虐待以及家中的事故或中毒,在城乡混合社区的儿童中。
    我们对生活在奥姆斯特德县的儿童(<18岁)进行了一项基于人群的队列研究,明尼苏达,使用国际疾病分类评估2004年4月至2009年3月之间不良事件的地理模式,第九次修订代码。我们通过使用核密度方法计算观察到的和预期的病例密度之间的相对差异来识别热点,这些病例密度考虑了种群特征(热点≥0.33)。使用贝叶斯地理空间逻辑回归模型来测试主题特征(包括居住特征)与AE的关联,调整年龄,性别,和社会经济地位(SES)。
    在30,227名合格儿童(<18岁)中,974(3.2%)经历了至少一次AE。在确定的九个热点中,五个是移动家庭社区(MHCs)。在非西班牙裔白人儿童中(占儿童总数的85%),生活在MHCs的人比生活在MHCs以外的人有更高的AE患病率,独立于SES(平均后验比值比:1.80;95%可信区间:1.22-2.54)。少数民族儿童的MHC居住权与较高的AE患病率无关。在需要手动更正的地址中,85.5%属于移动房屋。
    在非西班牙裔中,MHC居住地是严重的未被识别的不良事件危险因素,农村城市混合社区的白人儿童。鉴于由于解决差异而导致的合理外展困难,MHC居民可能是临床护理和研究的地理上服务不足的人群。
    UNASSIGNED: Given the significant health effects, we assessed geospatial patterns of adverse events (AEs), defined as physical or sexual abuse and accidents or poisonings at home, among children in a mixed rural-urban community.
    UNASSIGNED: We conducted a population-based cohort study of children (<18 years) living in Olmsted County, Minnesota, to assess geographic patterns of AEs between April 2004 and March 2009 using International Classification of Diseases, Ninth Revision codes. We identified hotspots by calculating the relative difference between observed and expected case densities accounting for population characteristics (; hotspot ≥ 0.33) using kernel density methods. A Bayesian geospatial logistic regression model was used to test for association of subject characteristics (including residential features) with AEs, adjusting for age, sex, and socioeconomic status (SES).
    UNASSIGNED: Of the 30,227 eligible children (<18 years), 974 (3.2%) experienced at least one AE. Of the nine total hotspots identified, five were mobile home communities (MHCs). Among non-Hispanic White children (85% of total children), those living in MHCs had higher AE prevalence compared to those outside MHCs, independent of SES (mean posterior odds ratio: 1.80; 95% credible interval: 1.22-2.54). MHC residency in minority children was not associated with higher prevalence of AEs. Of addresses requiring manual correction, 85.5% belonged to mobile homes.
    UNASSIGNED: MHC residence is a significant unrecognized risk factor for AEs among non-Hispanic, White children in a mixed rural-urban community. Given plausible outreach difficulty due to address discrepancies, MHC residents might be a geographically underserved population for clinical care and research.
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  • 文章类型: Journal Article
    背景:在斯威士兰,就像在许多艾滋病毒/结核病高负担环境中一样,没有关于结核病病例的家庭位置的信息来确定结核病发病率增加的地区,限制了有针对性的干预措施的发展。数据来自\"Butimba\",结核病REACH活跃病例发现项目,进行了重新分析,以深入了解Mbabane周围结核病例的位置,斯威士兰.
    目的:该项目旨在确定结核病负担较高的地理区域,为积极的病例发现工作提供参考。
    方法:Butimba实施了家庭接触追踪;获得基于地标的,非正式方向,索引案例房屋,这里定义为相对位置。使用MicrosoftExcel模糊查找功能将相对位置与人口普查枚举区域(已知位置参考区域)进行匹配。在403个相对位置中,在388例(96%)中检测到计数区域参考。每个人口普查枚举区域的结核病病例和每个Tinkhundla的活跃病例发现者,一个地方政府区域,是使用地理信息系统绘制的,QGIS2.16。
    结果:UrbanTinkhundla预计占大多数病例;然而,在调整人口后,病例密度最高的是在Tinkhundla农村地区。目前分配给Mbabane周围7个Tinkhundla的活跃病例发现者的数量与TB病例总数(Spearmanrho=-0.57,p=0.17)或人口调整的TB病例(Spearmanrho=0.14,p=0.75)之间没有相关性。
    结论:在高负担环境中降低TB发病率需要新的分析方法来研究TB病例的位置。我们证明了将相对位置与更精确的地理区域联系起来的可行性,为国家结核病计划资源分配提供数据驱动的指导。与斯威士兰国家结核病控制计划合作,该分析强调了更好地将积极病例发现国家战略与结核病疾病负担相结合的机会.
    BACKGROUND: In Swaziland, as in many high HIV/TB burden settings, there is not information available regarding the household location of TB cases for identifying areas of increased TB incidence, limiting the development of targeted interventions. Data from \"Butimba\", a TB REACH active case finding project, was re-analyzed to provide insight into the location of TB cases surrounding Mbabane, Swaziland.
    OBJECTIVE: The project aimed to identify geographical areas with high TB burdens to inform active case finding efforts.
    METHODS: Butimba implemented household contact tracing; obtaining landmark based, informal directions, to index case homes, defined here as relative locations. The relative locations were matched to census enumeration areas (known location reference areas) using the Microsoft Excel Fuzzy Lookup function. Of 403 relative locations, an enumeration area reference was detected in 388 (96%). TB cases in each census enumeration area and the active case finders in each Tinkhundla, a local governmental region, were mapped using the geographic information system, QGIS 2.16.
    RESULTS: Urban Tinkhundla predictably accounted for most cases; however, after adjusting for population, the highest density of cases was found in rural Tinkhundla. There was no correlation between the number of active case finders currently assigned to the 7 Tinkhundla surrounding Mbabane and the total number of TB cases (Spearman rho = -0.57, p = 0.17) or the population adjusted TB cases (Spearman rho = 0.14, p = 0.75) per Tinkhundla.
    CONCLUSIONS: Reducing TB incidence in high-burden settings demands novel analytic approaches to study TB case locations. We demonstrated the feasibility of linking relative locations to more precise geographical areas, enabling data-driven guidance for National Tuberculosis Programs\' resource allocation. In collaboration with the Swazi National Tuberculosis Control Program, this analysis highlighted opportunities to better align the active case finding national strategy with the TB disease burden.
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