PDF HTML阅读 XML下载 导出引用 引用提醒 沙尘暴对北京市空气细菌多样性特征的影响 DOI: 10.5846/stxb201803260610 作者: 作者单位: 中国科学院生态环境研究中心 城市与区域生态国家重点实验室,中国科学院生态环境研究中心 城市与区域生态国家重点实验室,中国科学院生态环境研究中心 城市与区域生态国家重点实验室,浙江工商大学 环境科学与工程学院,中国科学院生态环境研究中心 城市与区域生态国家重点实验室 作者简介: 通讯作者: 中图分类号: 基金项目: 国家自然科学基金重点项目(71533005);浙江省自然科学基金项目(LY17D050006) Effects of sandstorms on the diversity characteristics of airborne bacteria in Beijing Author: Affiliation: State Key Laboratory of Urban and Regional Ecology, Research Center for Eco-Environmental Sciences, Chinese Academy of Sciences,,,,Research Center for Eco-Environmental Sciences, Chinese Academy of Sciences Fund Project: 摘要 | 图/表 | 访问统计 | 参考文献 | 相似文献 | 引证文献 | 资源附件 | 文章评论 摘要:亚洲沙尘暴携带着各类污染物质,严重影响下风向地区大气过程及生态系统和相关人群的健康。然而,沙尘天气对中国华北地区空气细菌群落及多样性特征影响的研究较少。以北京市为例,系统研究了沙尘暴对城市空气细菌多样性特征的影响。2015年4月,通过定点采样连续收集了一次沙尘暴及其前后4天的空气颗粒物样本,DNA提取、PCR扩增后进行16S rRNA基因高通量测序。共获得169122条高质量序列,生物信息学分析表明,北京市空气细菌物种多样性较高,沙尘暴不能引起细菌OTU数目的增加,但沙尘暴天气下细菌群落Pielou、Shannon和Simpson指数显著增加。菌群分类分析发现,北京市空气细菌由35个细菌门构成,其中变形菌门(Proteobacteria)、放线菌门(Actinobacteria)、厚壁菌门(Firmicutes)和拟杆菌门(Bacteroidetes)相对丰度最高,分别占总序列的32.76%、28.09%、25.46%和6.32%;芽单胞菌门(Gemmatimonadetes)和酸杆菌门(Acidobacteria)次之,分别占序列总数的2.11%和1.81%,其他细菌门的相对丰度均低于1%。沙尘暴天气下,变形菌门(Proteobacteria)、拟杆菌门(Bacteroidetes)、芽单胞菌门(Gemmatimonadetes)和酸杆菌门(Acidobacteria)显著升高(P < 0.05),分别由31.67%、5.74%、1.82%、1.51%升高至41.46%、10.98%、4.48%和4.26%;而放线菌门(Actinobacteria)、厚壁菌门(Firmicutes)显著降低(P < 0.05),分别由28.84%、27.10%降低至22.13%和12.35%。冷杆菌属(Psychrobacter),纤维单胞菌属(Cellulomonas),不动杆菌属(Acinetobacter),假单胞菌属(Pseudomonas)和梭菌属(Clostridium)可能含有人类条件病原菌,其在沙尘暴天气中相对丰度下降,但绝对丰度会大幅增加。沙尘暴能降低人体免疫力,因此致病菌潜在健康风险可能显著增强。通过聚类分析和主成分分析发现,沙尘暴日与非沙尘暴日空气细菌群落差异较大,而沙尘暴前后群落结构差异较小。沙尘暴前后空气细菌群落α-多样性和β多样性均无显著差异,推测沙尘暴只能暂时影响空气细菌群落特征,不能显著改变其群落结构。本研究通过分析了沙尘暴侵袭下北京市空气细菌群落多样性特征及动态,为制定中国北方城市沙尘暴灾害预警措施和建立气传疾病的防控机制提供数据支持。 Abstract:Asian dust events usually transport various pollutants that considerably impact atmospheric processes, biological ecosystems, and human health in downwind areas. To date, the composition and biodiversity dynamics of airborne bacteria have rarely been investigated in urban regions during Asian sandstorms, especially in northern China. Taking Beijing as an example, this study systematically evaluated the effects of sandstorms on the diversity characteristics of airborne bacteria. Air samples were collected from the roof of buildings for nine consecutive days (April 11-19, 2015), covering a sandstorm day (April 15, 2015), as well as four days prior to and after it. After extracting DNA and performing PCR amplifying and 16S rRNA gene high-throughput sequencing, a total of 169,122 high-quality sequences were obtained. Bioinformatics analysis on these mass data showed a high richness of airborne bacteria in this city. Sandstorms could not result in increased OTU numbers, but could result in increased Pielou, Shannon, and Simpson indexes. Bacterial communities in the Beijing atmosphere consisted of 35 phyla. Among them, Proteobacteria, Actinobacteria, Firmicutes, and Bacteroidetes were the dominant phyla, which accounted for 32.76%, 28.09%, 25.46% and 6.32% of the total sequences, respectively; Gemmatimonadetes (2.11%) and Acidobacteria (1.81%) followed; whereas the relative abundance of the other 29 phyla were < 1%. During the sandstorm, the relative abundance of Proteobacteria, Bacteroidetes, Gemmatimonadetes, and Acidobacteria significantly increased from 31.67%, 5.74%, 1.82%, 1.51% to 41.46%, 10.98%, 4.48%, and 4.26%, respectively; whereas Actinobacteria and Firmicutes remarkably decreased from 28.84%, 27.10% to 22.13% and 12.35%, respectively. The genera Psychrobacter, Cellulomonas, Acinetobacter, Pseudomonas, and Clostridium may be opportunistic pathogenic bacteria that potentially threaten human health. During the sandstorm, the relative abundance of these genera decreased, but their absolute abundance increased considerably. Sandstorms potentially weaken human immune capabilities, and hence the potential risks caused by these pathogenic bacteria to human health would increase during sandstorms. Hierarchical cluster and principal component analyses on bacterial communities indicated large differences between the samples from sandstorm and non-sandstorm weather conditions, whereas differences between the samples collected before and after the sandstorm were not obvious. No significant differences were detected in α and β diversity in the comparisons of the air bacterial community collected before and after the sandstorm (t test and Adonis test, P > 0.05). Thus, sandstorms could only temporarily affect the characteristics of airborne bacterial communities, but not permanently change them. Together, this study analyzed the diverse characteristics and dynamics of airborne bacterial communities in Beijing under sandstorm conditions, and the results could provide data support for environmental disaster warnings, as well as the prevention and control of airborne diseases in northern China. 参考文献 相似文献 引证文献
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