季节性流感与气象因素相关性的系统评价

郭倩 陈涛 周罗晶

郭倩, 陈涛, 周罗晶. 季节性流感与气象因素相关性的系统评价[J]. 疾病监测, 2020, 35(12): 1081-1087. doi: 10.3784/j.issn.1003-9961.2020.12.007
引用本文: 郭倩, 陈涛, 周罗晶. 季节性流感与气象因素相关性的系统评价[J]. 疾病监测, 2020, 35(12): 1081-1087. doi: 10.3784/j.issn.1003-9961.2020.12.007
Guo Qian, Chen Tao, Zhou Luojing. Correlation between seasonal influenza and meteorological factors: a systematic review[J]. Disease Surveillance, 2020, 35(12): 1081-1087. doi: 10.3784/j.issn.1003-9961.2020.12.007
Citation: Guo Qian, Chen Tao, Zhou Luojing. Correlation between seasonal influenza and meteorological factors: a systematic review[J]. Disease Surveillance, 2020, 35(12): 1081-1087. doi: 10.3784/j.issn.1003-9961.2020.12.007

季节性流感与气象因素相关性的系统评价

doi: 10.3784/j.issn.1003-9961.2020.12.007
详细信息
    作者简介:

    郭倩,女,江苏省泰州市人,医学硕士,主要从事流感病毒相关研究,Email:2411872586@qq.com

    通讯作者:

    陈涛,Tel:010–58900864,Email:chentao@cnic.org.cn

    周罗晶,Tel:0514–87373037,Email:luojing76@163.com

  • 中图分类号: R211; R511.7

Correlation between seasonal influenza and meteorological factors: a systematic review

More Information
  • 摘要:   目的  对季节性流感活动水平与气象因素之间的相关关系进行探讨。  方法  计算机检索PubMed、Cochrane图书馆、OVID、EBSCO、Web of Science等英文电子数据库中有关流感与气象因素相关性的文献,检索文献截至2019年5月,语种限定为英文。 共纳入45篇有效文献,包括实验室和流行病学研究,并将流行病学研究的研究地点按不同气候区进行分层,提取和整理分析纳入文献的基本信息、研究的气象因素、统计方法等。  结果  大多数流行病学研究使用了某种类型的回归分析,温带地区流感活动与低温低湿关系显著;亚热带和热带地区流感活动与气温和湿度之间的关联较为复杂且不一致,而降雨似乎会造成热带地区流感活动水平的升高。  结论  温带地区寒冷干燥和热带地区潮湿多雨的环境因素与流感流行关系密切,但关于太阳辐射、风速、大气压等气象因素对流感活动影响的信息仍然有限。
  • 图  1  文献检索流程

    Figure  1.  Flow chart of literature retrieval

    表  1  电子检索策略(以Pubmed为例)

    Table  1.   Electronic retrieval strategy (taking Pubmed as an example)

    代码检索词
    1流感:influenza OR flu ti/ab
    2气温:temperature OR cold OR hot OR warm OR cool
    3湿度:humidity OR dryness OR wetness
    4气流:airflow OR airstream OR wind speed OR air speed OR (global atmospheric)
    5气压:pressure
    6天气:weather OR sunny OR rainy OR snowy OR cloudy OR overcast OR windy
    7季节:seasonal OR spring OR summer OR autumn OR fall OR winter
    8气候:climate
    9日照:sunlight OR insolation OR sunshine OR ((ultraviolet ray) OR UV)
    10降雨:rainfall OR precipitation OR rain OR snow OR hail
    112 OR 3 OR 4 OR 5 OR 6 OR 7 OR 8 OR 9 OR 10
    121 AND 11
    13activity OR mortality OR outbreak OR epidemic OR (annunal peak) OR (seasonality characterizing) OR (seasonal features)
    1412 AND 13
    下载: 导出CSV

    表  2  纳入以人口为基础的流行病学研究基本信息

    Table  2.   Basic information for population-based epidemiological research

    研究国家/地区研究年份流感活动指标气象因素统计方法文献
    温带地区
    西班牙桑坦德1999—2000流感病例数T、RHPearson相关9
    德国美因茨2001—2006流感相关住院率T、RH、WV、PSpearman秩相关、
    偏相关
    10
    苏格兰爱丁堡2009—2015流感阳性数T、RHlogistic回归11
    美国纽约1975—2002P&I死亡率T、Td线性回归12
    英格兰、威尔士1996—1997流感相关死亡数T相关分析13
    美国1972—2002P&I死亡率T、RH、AH、SRAD相关分析、SIRS模型14
    美国(359个县)1973—2002流感相关死亡率T、SH回归分析15
    日本(46个县)a1991—1995、1999—2009流感病例数AH、RH线性回归16
    荷兰1970—2011流感样病例数AH回归分析17
    西班牙2010—2015ILI%×流感阳性率Td、RF广义线性负二项式混合模型18
    美国(35个城市)2002—2005流感相关住院数T、Td、SRAD贝叶斯分层模型19
    中国葫芦岛市2012—2015ILI数T、RHSpearman秩相关、
    GAM
    20
    德国柏林、斯洛文尼亚卢布尔雅那、西班牙卡斯蒂利亚-莱昂2006—2011 bILI或ARI发病率T、SH、RF、SRADGAM21
    亚热带地区
    日本冲绳2007—2014流感阳性率T、RHSpearman秩相关22
    日本东京1987—1997流感病例数T、RH逐步回归23
    中国苏州2000—2011流感相关住院率T、RH、RF、H、WVSpearman秩相关、
    偏相关
    24
    印度勒克瑙2010—2012流感阳性率T、RH、Td、RF、WV、Plogistic回归25
    新西兰奥克兰1980—2009P&I死亡率T、Td线性回归26
    中国江苏2013—2016ILI数×流感阳性率TDLNM27
    中国台湾1999—2006流感发病率T、RHPoisson回归模型28
    以色列(6个地区)2006—2011ILI或ARI发病率T、SH、RF、SRADGAM21
    热带地区
    乌干达恩德培2007—2015流感阳性率T、RH、AH、RFlogistic回归29
    法属圭亚那2006—2010ILI数SH、RF动态回归30
    肯尼亚2007—2013流感病例数T、SH、RFlogistic和负二项式
    回归
    31
    喀麦隆雅温得2009—2015流感阳性率T、RH、RF线性回归32
    中国香港1997—2006流感病例数T、RH相关分析33
    中国香港2002—2009P&I死亡率T、RH、RF逐步回归34
    印度加尔各答2007—2008流感阳性数T、RH、RF相关分析35
    马达加斯加塔那那利佛2002—2012 b流感阳性数T、RH、RFSpearman秩相关36
    萨尔瓦多、危地马拉、
    巴拿马
    2008—2013 b流感阳性率T、SH、RFlogistic回归37
    哥斯达黎加、洪都拉斯、
    尼加拉瓜
    2008—2013 b流感阳性率T、SH、RFlogistic回归38
    新加坡1990—1994流感阳性率RFSpearman秩相关、Box-Jenkins回归-ARIMA39
    越南1993—2010ILI发病率AH回归树分析40
      注:T. 气温(℃);RH:相对湿度(%);AH:绝对湿度(g/m3);SH:比湿度(g/kg);Td:露点温度(℃);RF:降雨量(mm);WV:风速(m/s);P. 大气压(hpa);SRAD. 太阳辐射(W/m3);H. 日照时间(h);ILI:流感样病例;ARI:急性呼吸道感染;P&I:肺炎及流感;DLNM:分布滞后非线性模型;ARIMA:自回归综合移动平均线;GAM:广义相加模型;SIRS模型:由S(易感染者)、I(感染者)和R(恢复者)组成,并假设恢复者一定时间(渐渐失去免疫力)后又变为易感染者。a该文献研究地区不包括亚热带地区的冲绳县;b该文献不包括2009年流感大流行时期
    下载: 导出CSV
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