汛期前后不同土地利用类型河流浮游细菌组成及功能预测:以清潩河(许昌段)为例

Differences in Composition and Functional Prediction of River Bacterioplankton under Different Land Use Types Before and After Flood Season: A Case Study of Qingyi River

  • 摘要: 浮游细菌是水生生态系统的重要组成部分,然而其组成和功能易受自然和人为压力的影响. 为了解汛期和人类生活生产对浮游细菌的组成和功能的影响,本研究以河南省清潩河流域为研究对象,综合考虑自然地理和人为因素,将其划分为清洁区(CW)、城镇区(UW)、乡村区(VW)和农业区(AW),通过高通量测序分析,探索了汛期前后4个河流区域浮游细菌的变化. 结果表明:①汛期降低了浮游细菌的多样性,且UW区的多样性降低的最多,且汛期后致病菌AcinetobacterFlavobacterium的相对丰度下降. ②汛期前后浮游细菌共有18个菌门和94个属存在显著差异, PCoA分析表明汛期前浮游细菌种群差异性大于汛期后,进一步的RDA分析揭示影响浮游细菌多样性变化的主要环境因子为总氮和硝态氮. ③PICRUSt2分析发现具有反硝化、氮同化和异化还原作用的基因丰度最高,具有固氮和硝化作用的基因丰度相对较低. 汛期降低了12个参与氮代谢基因的丰度,增加了10个基因的丰度,其中涉及脱氮过程的基因主要为反硝化基因(nirKnorBnorCnarGnarHnosZ)、氮同化基因(narBnasAnasBnirBnirA)和氮异化基因 (napBnapAnrfAnirD). 研究显示,汛期后浮游细菌多样性下降、空间差异性减小、氮代谢功能基因丰度下降,且UW区下降最多.

     

    Abstract: Bacterioplankton is an important component of aquatic ecosystems. However, their composition and function are susceptible to natural and anthropogenic stresses. To understand the effect of flood season, human life and production on the composition and function of plankton bacteria, the Qingyi River Basin in Henan Province was studied. Taking both physical geography and human factors into consideration, the river was divided into four areas: clean zone (CW), urban zone (UW), villages zone (VW), and agricultural zone (AW). By employing high-throughput sequencing technology, this study investigated the changes of bacterioplankton in the four river areas before and after flood season. The results showed that: (1) The diversity of bacterioplankton decreased during the flood season, and the diversity decreased the most in the UW area. The relative abundance of Acinetobacter and Flavobacterium decreased after the flood season. (2) There were 18 phyla and 94 genera of bacterioplanktons before and after the flood season, and there were significant differences. PCoA showed that the difference before flood season was greater than that after flood season. Further RDA revealed that total nitrogen and nitrate nitrogen were the primary environmental factors affecting the diversity of floating bacterial. (3) PICRUSt2 analysis indicated that the genes with functions of denitrification, nitrogen assimilation, and dissimilatory nitrate reduction had the highest abundance, while the abundance of the genes with nitrogen fixation and nitrification functions was low. For the genes involved in nitrogen metabolism, the abundance of 12 genes decreased during the flood season, while the abundance of other 10 genes increased. These genes were mainly involved in denitrification (nirK, norB, norC, narG, narH and nosZ), nitrogen assimilation (narB, nasA, nasB, nirB and nirA), and dissimilatory nitrate reduction (napB, napA, nrfA and nirD). The research results show that after flood season, the diversity, spatial variability and abundance of nitrogen metabolism functional genes in the bacterioplankton showed a downward trend. The most significant decreases occurred in the UW area.

     

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