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荷兰肺炎住院情况的时空分析。

Space-time analysis of pneumonia hospitalisations in the Netherlands.

作者信息

Benincà Elisa, van Boven Michiel, Hagenaars Thomas, van der Hoek Wim

机构信息

Centre for Infectious Disease Control, National Institute for Public Health and the Environment, Bilthoven, The Netherlands.

Department of Bacteriology and Epidemiology, Wageningen Bioveterinary Research, Lelystad, The Netherlands.

出版信息

PLoS One. 2017 Jul 13;12(7):e0180797. doi: 10.1371/journal.pone.0180797. eCollection 2017.

Abstract

Community acquired pneumonia is a major global public health problem. In the Netherlands there are 40,000-50,000 hospital admissions for pneumonia per year. In the large majority of these hospital admissions the etiologic agent is not determined and a real-time surveillance system is lacking. Localised and temporal increases in hospital admissions for pneumonia are therefore only detected retrospectively and the etiologic agents remain unknown. Here, we perform spatio-temporal analyses of pneumonia hospital admission data in the Netherlands. To this end, we scanned for spatial clusters on yearly and seasonal basis, and applied wavelet cluster analysis on the time series of five main regions. The pneumonia hospital admissions show strong clustering in space and time superimposed on a regular yearly cycle with high incidence in winter and low incidence in summer. Cluster analysis reveals a heterogeneous pattern, with most significant clusters occurring in the western, highly urbanised, and in the eastern, intensively farmed, part of the Netherlands. Quantitatively, the relative risk (RR) of the significant clusters for the age-standardised incidence varies from a minimum of 1.2 to a maximum of 2.2. We discuss possible underlying causes for the patterns observed, such as variations in air pollution.

摘要

社区获得性肺炎是一个重大的全球公共卫生问题。在荷兰,每年有4万至5万人因肺炎住院。在这些住院病例中,绝大多数病例的病原体未得到确定,且缺乏实时监测系统。因此,肺炎住院病例的局部和时间上的增加只能通过回顾性检测,病原体仍然未知。在这里,我们对荷兰肺炎住院数据进行时空分析。为此,我们在年度和季节基础上扫描空间聚集情况,并对五个主要地区的时间序列应用小波聚类分析。肺炎住院病例在空间和时间上呈现出强烈的聚集性,叠加在每年冬季发病率高、夏季发病率低的规律周期上。聚类分析揭示了一种异质性模式,最显著的聚集发生在荷兰西部高度城市化地区和东部集约化养殖地区。从数量上看,显著聚集区年龄标准化发病率的相对风险(RR)最低为1.2,最高为2.2。我们讨论了观察到的这些模式可能的潜在原因,如空气污染的变化。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c672/5509219/d00e5fe20428/pone.0180797.g001.jpg

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