Metagenomics and network analysis elucidating the coordination between fermentative bacteria and microalgae in a novel bacterial-algal coupling reactor (BACR) for mariculture wastewater treatment

被引:78
作者
Gao, Yedong [1 ,3 ]
Guo, Liang [1 ,2 ]
Jin, Chunji [1 ]
Zhao, Yangguo [1 ]
Gao, Mengchun [1 ]
She, Zonglian [1 ]
Wang, Guangce [4 ]
机构
[1] Ocean Univ China, Coll Environm Sci & Engn, Qingdao 266100, Peoples R China
[2] Ocean Univ China, Key Lab Marine Environm & Ecol, Minist Educ, Qingdao 266100, Peoples R China
[3] Harbin Inst Technol, State Key Lab Urban Water Resource & Environm SKL, Sch Environm, Harbin 150090, Peoples R China
[4] Chinese Acad Sci, Inst Oceanol, Qingdao 266071, Peoples R China
关键词
Mariculture wastewater; Bacterial-algal coupling reactor; Pollutant removal; Microbial community; Functional genes; Co-occurrence networks; CHAIN FATTY-ACIDS; MICROBIAL COMMUNITY; ANAEROBIC FERMENTATION; DARK FERMENTATION; ACTIVATED-SLUDGE; DIGESTION; CULTIVATION; PERFORMANCE; RECOVERY; INHIBITION;
D O I
10.1016/j.watres.2022.118256
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
To achieve the goal of treating mariculture wastewater economically and efficiently, a novel bacterial-algal coupling reactor (BACR) integrating acidogenic fermentation and microalgae cultivation was firstly investigated for mariculture wastewater treatment. Volatile fatty acids (VFAs) generated in the dark chamber migrated into the photo chamber for microalgal utilization, which alleviated the pH drop and feedback inhibition of the acidogenic fermentation. The maximum dry cell weight (DCW) of microalgae was 1.46 g/L, and pollutants such as chemical oxygen demand (COD), ammonium (NH4+-N) and total phosphorus (TP) in the BACR were effectively removed under the mixotrophic culture condition. Furthermore, bacterial community profiles and functional genes in the BACR and single acidogenic fermentation reactor were identified. Compared with the single acidogenic fermentation reactor, most of the fermentative bacteria (e.g., Ruminococcus, Christensenellaceae R-7 group, Exiguobacterium, Pseudomonas and Levilinea) were enriched by the BACR. From the genetic perspective, the abundances of dominant genes (ackA, acs and atoD) associated with acetic, propionic and butyric acid production were greatly enhanced in the BACR. In the fatty acid biosynthesis pathway (ko00061), three kinds of highabundance acetyl-CoA carboxylase genes and eight kinds of downstream functional genes were up-regulated in the BACR. Finally, based on co-occurrence network analysis, the coordination between fermentative bacteria and microalgae in the BACR was revealed. This study provided a deep insight into the advantage and potential of the BACR in mariculture wastewater treatment.
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页数:10
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共 47 条
[1]   Batch cultivation of microalgae in anaerobic digestate exhibits functional changes in bacterial communities impacting nitrogen removal and wastewater treatment [J].
Ayre, Jeremy Miles ;
Mickan, Bede Steven ;
Jenkins, Sasha N. ;
Moheimani, Navid Reza .
ALGAL RESEARCH-BIOMASS BIOFUELS AND BIOPRODUCTS, 2021, 57
[2]   Anaerobic acidogenic digestion of olive mill wastewaters in biofilm reactors packed with ceramic filters or granular activated carbon [J].
Bertin, Lorenzo ;
Lampis, Silvia ;
Todaro, Daniela ;
Scoma, Alberto ;
Vallini, Giovanni ;
Marchetti, Leonardo ;
Majone, Mauro ;
Fava, Fabio .
WATER RESEARCH, 2010, 44 (15) :4537-4549
[3]   Inhibition of dark fermentative bio-hydrogen production: A review [J].
Bundhoo, M. A. Zumar ;
Mohee, Romeela .
INTERNATIONAL JOURNAL OF HYDROGEN ENERGY, 2016, 41 (16) :6713-6733
[4]   Nutrient recovery from wastewater streams by microalgae: Status and prospects [J].
Cai, Ting ;
Park, Stephen Y. ;
Li, Yebo .
RENEWABLE & SUSTAINABLE ENERGY REVIEWS, 2013, 19 :360-369
[5]   Effects of digestate recirculation ratios on biogas production and methane yield of continuous dry anaerobic digestion [J].
Chen, Runlu ;
Li, Zaixing ;
Feng, Jing ;
Zhao, Lixin ;
Yu, Jiadong .
BIORESOURCE TECHNOLOGY, 2020, 316
[6]   Integration of sludge digestion and microalgae cultivation for enhancing bioenergy and biorefinery [J].
Chen, Yi-di ;
Li, Suping ;
Ho, Shih-Hsin ;
Wang, Chengyu ;
Lin, Yen-Chang ;
Nagarajan, Dillirani ;
Chang, Jo-Shu ;
Ren, Nan-qi .
RENEWABLE & SUSTAINABLE ENERGY REVIEWS, 2018, 96 :76-90
[7]   Improving water quality using settleable microalga &ITEttlia&IT sp and the bacterial community in freshwater recirculating aquaculture system of &ITDanio rerio&IT [J].
Chun, Seong-Jun ;
Cui, Yingshun ;
Ahn, Chi-Yong ;
Oh, Hee-Mock .
WATER RESEARCH, 2018, 135 :112-121
[8]   Understanding the performance of an AnMBR treating urban wastewater and food waste via model simulation and characterization of the microbial population dynamics [J].
Duran, F. ;
Zamorano-Lopez, N. ;
Barat, R. ;
Ferrer, J. ;
Aguado, D. .
PROCESS BIOCHEMISTRY, 2018, 67 :139-146
[9]   Mariculture wastewater treatment with Bacterial-Algal Coupling System (BACS): Effect of light intensity on microalgal biomass production and nutrient removal [J].
Gao, Yedong ;
Guo, Liang ;
Liao, Qianru ;
Zhang, Zengshuai ;
Zhao, Yangguo ;
Gao, Mengchun ;
Jin, Chunji ;
She, Zonglian ;
Wang, Guangce .
ENVIRONMENTAL RESEARCH, 2021, 201
[10]   The fate of antibiotic resistance genes and their potential hosts during bio-electrochemical treatment of high-salinity pharmaceutical wastewater [J].
Guo, Ning ;
Wang, Yunkun ;
Tong, Tiezheng ;
Wang, Shuguang .
WATER RESEARCH, 2018, 133 :79-86