Metagenomic insights into functional traits variation and coupling effects on the anammox community during reactor start-up

被引:85
作者
Zhao, Yunpeng [1 ,2 ]
Jiang, Bo [1 ,2 ]
Tang, Xi [1 ,2 ]
Liu, Sitong [1 ,3 ]
机构
[1] Peking Univ, Coll Environm Sci & Engn, Yiheyuan Rd 5, Beijing 100871, Peoples R China
[2] Minist Educ China, Key Lab Water & Sediment Sci, Beijing 100871, Peoples R China
[3] Qinghai Univ, State Key Lab Plateau Ecol & Agr, Xining 810016, Qinghai, Peoples R China
基金
中国国家自然科学基金;
关键词
Metagenomic analysis; Anammox community succession; Community functional trait dynamic; Anammox reactor start-up; Nitrite denitrifiers; Aggregation formation-related organisms; ANAEROBIC AMMONIUM OXIDATION; LONG-TERM PERFORMANCE; WASTE-WATER TREATMENT; MICROBIAL COMMUNITY; NITROGEN REMOVAL; ACTIVATED-SLUDGE; GRANULAR SLUDGE; BACTERIAL COMMUNITY; DNA-REPLICATION; MAINSTREAM;
D O I
10.1016/j.scitotenv.2019.05.491
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Anammox technology is an energy-efficient wastewater treatment process and anammox community structure has gained extensive attention. However, the dynamics of community functional traits are still elusive. Here, we combined the long-term reactor operation and metagenomic, multiple bioinformatic and network analyses to reveal the succession of anammox community and function traits during reactor start-up. We found the cooperation of denitrifiers that affiliated to the phylum Proteobacteria could reduce nitrite to dinitrogen gas. These organisms and genes had higher abundance after the inhibition phase, which could contribute to nitrite consuming and reactor performance recovery. Importantly, the Terrimonas and Anaerolinea organisms had ability of extracellular polymers secretion or aggregate formation. They had the highest abundance at the end of the lag phase, which could benefit for promoting the nitrogen removal rate (NRR). Meanwhile, Terrimonas and Anaerolinea bacteria could cooperate with methanogenic and nitrite-denitrifying methanotrophic organisms based on H-2 and CH4, respectively. Since these organisms also had higher abundance after the inhibition phase, their cooperation could prevent anammox bacteria from nitrite inhibiting when the influent nitrite concentration was higher. The analysis of community and function shift is expected to emphasize the importance of functional bacteria in anammox process and provides a potential control strategy for nitrogen-containing wastewater treatment process. (C) 2019 Published by Elsevier B.V.
引用
收藏
页码:50 / 60
页数:11
相关论文
共 70 条
[1]   Proteolytic activity in stored aerobic granular sludge and structural integrity [J].
Adav, Sunil S. ;
Lee, Duu-Jong ;
Lai, Juin-Yih .
BIORESOURCE TECHNOLOGY, 2009, 100 (01) :68-73
[2]  
[Anonymous], SCI TOTAL ENV
[3]  
APHA. A, 1999, STANDARD METHODS EXA
[4]   Identification of a gene cluster for the formation of extracellular polysaccharide precursors in the chemolithoautotroph Acidithiobacillus ferrooxidans [J].
Barreto, M ;
Jedlicki, E ;
Holmes, DS .
APPLIED AND ENVIRONMENTAL MICROBIOLOGY, 2005, 71 (06) :2902-2909
[5]  
Bastian M., Gephi: an Open Source Software for Exploring and Manipulating Networks, DOI 10.1609/icwsm.v3i1.13937
[6]   Whole-Community Metagenomics in Two Different Anammox Configurations: Process Performance and Community Structure [J].
Bhattacharjee, Ananda S. ;
Wu, Sha ;
Lawson, Christopher E. ;
Jetten, Mike S. M. ;
Kapoor, Vikram ;
Domingo, Jorge W. Santo ;
McMahon, Katherine D. ;
Noguera, Daniel R. ;
Goel, Ramesh .
ENVIRONMENTAL SCIENCE & TECHNOLOGY, 2017, 51 (08) :4317-4327
[7]   Identification of Glycoproteins Isolated from Extracellular Polymeric Substances of Full-Scale Anammox Granular Sludge [J].
Boleij, Marissa ;
Pabst, Martin ;
Neu, Thomas R. ;
van Loosdrecht, Mark C. M. ;
Lin, Yuemei .
ENVIRONMENTAL SCIENCE & TECHNOLOGY, 2018, 52 (22) :13127-13135
[8]   Successful start-up of the anammox process: Influence of the seeding strategy on performance and granule properties [J].
Chen, Hui ;
Hu, Hai-Yan ;
Chen, Qian-Qian ;
Shi, Man-Ling ;
Jin, Ren-Cun .
BIORESOURCE TECHNOLOGY, 2016, 211 :594-602
[9]   The metagenomic approach to characterization of the microbial community shift during the long-term cultivation of anammox-enriched granular sludge [J].
Ciesielski, Slawomir ;
Czerwionka, Krzysztof ;
Sobotka, Dominika ;
Dulski, Tomasz ;
Makinia, Jacek .
JOURNAL OF APPLIED GENETICS, 2018, 59 (01) :109-117
[10]  
deGraaf AAV, 1996, MICROBIOL-UK, V142, P2187