Correlation between bacterial community structure and performance efficiency of a full-scale wastewater treatment plant

被引:57
作者
Al Ali, Amani A. [1 ,3 ]
Naddeo, Vincenzo [2 ]
Hasan, Shadi W. [1 ]
Yousef, Ahmed F. [3 ]
机构
[1] Khalifa Univ Sci & Technol, Ctr Membranes & Adv Water Technol CMAT, Dept Chem Engn, POB 127788, Abu Dhabi, U Arab Emirates
[2] Univ Salerno, Dept Civil Engn, Sanit Environm Engn Div SEED, Via Giovanni Paolo II 132, I-84084 Fisciano, SA, Italy
[3] Khalifa Univ Sci & Technol, Dept Chem, POB 127788, Abu Dhabi, U Arab Emirates
关键词
Wastewater treatment; Activated sludge; Bacterial community; Illumina 16S rRNA sequencing; Seasonal variations; BIOLOGICAL PHOSPHORUS REMOVAL; GLYCOGEN-ACCUMULATING ORGANISMS; MICROBIAL COMMUNITY; TREATMENT SYSTEMS; SP-NOV; DIVERSITY; SLUDGE; NITROGEN; BULKING; CARBON;
D O I
10.1016/j.jwpe.2020.101472
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
This study aimed at understanding how bacterial communities fluctuate and correlate with wastewater treatment plant (WWTP) efficiency over a ten-month period. Illumina sequencing of 16 s rRNA gene variable regions was performed on genomic DNA extracted from aeration tank samples collected twice a week and analyzed using the Bioinformatics Tool Quantitative Insights into Microbial Ecology 2 (QIIME2). This was done in order to track and relate changes in the bacterial community in the aeration tank to the performance of the plant. The results revealed that the most dominant bacterial phyla present in the aeration tank were Proteobacteria (15 %-40 % of total sequences in all samples), and Bacteroidetes (14 %-41 %) followed by Planctomycetes (2 %-23 %), Patescibacteria (2 %-13 %), Chloroflexi (3 %-12 %), and Nitrospirae (1 %-9 %). Beta analysis revealed clear shifts in the bacterial communities with an overall cyclic pattern that correlated well with the month of the year the aeration tank samples were collected through which samples clustered in groups with samples taken in the same month clustering closer together. Planctomycetes and Bacteroidetes were enriched during the colder, while Chloroflexi and Nitrospirae were enriched during the warmer months. Lastly, it was also found that the efficiency of biological oxygen demand (BOD) and ammonia-N removals were significantly correlated (P < 0.05) with the occurrence of Bdellovibrio bacterial genus and members of Hydrogenophilaceae, respectively. This study is the first to provide this level of temporal resolution on bacterial community fluctuations in a full scale WWTP in the UAE.
引用
收藏
页数:10
相关论文
共 60 条
[41]   Temperature effect on microbial community of enhanced biological phosphorus removal system [J].
Panswad, T ;
Doungchai, A ;
Anotai, J .
WATER RESEARCH, 2003, 37 (02) :409-415
[42]   Diversity and Contributions to Nitrogen Cycling and Carbon Fixation of Soil Salinity Shaped Microbial Communitiesin Tarim Basin [J].
Ren, Min ;
Zhang, Zhufeng ;
Wang, Xuelian ;
Zhou, Zhiwei ;
Chen, Dong ;
Zeng, Hui ;
Zhao, Shumiao ;
Chen, Lingling ;
Hu, Yuanliang ;
Zhang, Changyi ;
Liang, Yunxiang ;
She, Qunxin ;
Zhang, Yi ;
Peng, Nan .
FRONTIERS IN MICROBIOLOGY, 2018, 9
[43]   Molecular Diversity of a North Carolina Wastewater Treatment Plant as Revealed by Pyrosequencing [J].
Sanapareddy, Nina ;
Hamp, Timothy J. ;
Gonzalez, Luis C. ;
Hilger, Helene A. ;
Fodor, Anthony A. ;
Clinton, Sandra M. .
APPLIED AND ENVIRONMENTAL MICROBIOLOGY, 2009, 75 (06) :1688-1696
[44]   The role of microbial diversity and composition in minimizing sludge production in the oxic-settling-anoxic process [J].
Semblante, Galilee U. ;
Phan, Hop V. ;
Hai, Faisal I. ;
Xu, Zhi-Qiang ;
Price, William E. ;
Nghiem, Long D. .
SCIENCE OF THE TOTAL ENVIRONMENT, 2017, 607 :558-567
[45]   Expanding our view of genomic diversity in Candidatus Accumulibacter clades [J].
Skennerton, Connor T. ;
Barr, Jeremy J. ;
Slater, Frances R. ;
Bond, Philip L. ;
Tyson, Gene W. .
ENVIRONMENTAL MICROBIOLOGY, 2015, 17 (05) :1574-1585
[46]   Prosthecobacter fluviatilis sp nov., which lacks the bacterial tubulin btubA and btubB genes [J].
Takeda, Minoru ;
Yoneya, Akiko ;
Miyazaki, Yuichi ;
Kondo, Keiko ;
Makita, Hiroko ;
Kondoh, Masashi ;
Suzuki, Ichiro ;
Koizumi, Jun-ichi .
INTERNATIONAL JOURNAL OF SYSTEMATIC AND EVOLUTIONARY MICROBIOLOGY, 2008, 58 :1561-1565
[47]   EMPeror: a tool for visualizing high-throughput microbial community data [J].
Vazquez-Baeza, Yoshiki ;
Pirrung, Meg ;
Gonzalez, Antonio ;
Knight, Rob .
GIGASCIENCE, 2013, 2
[48]   Bacterial community composition and function in sewage treatment systems [J].
Wagner, M ;
Loy, A .
CURRENT OPINION IN BIOTECHNOLOGY, 2002, 13 (03) :218-227
[49]   Pyrosequencing Analysis of Bacterial Diversity in 14 Wastewater Treatment Systems in China [J].
Wang, Xiaohui ;
Hu, Man ;
Xia, Yu ;
Wen, Xianghua ;
Ding, Kun .
APPLIED AND ENVIRONMENTAL MICROBIOLOGY, 2012, 78 (19) :7042-7047
[50]   Ammonia Oxidizing Bacteria Community Dynamics in a Pilot-Scale Wastewater Treatment Plant [J].
Wang, Xiaohui ;
Wen, Xianghua ;
Xia, Yu ;
Hu, Ma ;
Zhao, Fang ;
Ding, Kun .
PLOS ONE, 2012, 7 (04)