Metagenomic analysis and microbial activity shifts reveal the effect of the carbon/nitrogen ratio on the nitrogen removal performance of a moving bed biofilm reactor treating mariculture wastewater

Journal of Water Process Engineering - Tập 51 - Trang 103363 - 2023
Qianzhi Wang1,2,3, Shuyan Wu1, GuangYu Chu1,3, Zhiming Zhang1, Zonglian She1,3, Yangguo Zhao1,2, Liang Guo1, Chunji Jin1, Mengchun Gao1,2
1Key Lab of Marine Environment and Ecology, Ministry of Education, Ocean University of China, Qingdao 266100, China
2Shandong Provincial Key Laboratory of Marine Environment and Geological Engineering, Ocean University of China, Qingdao, 266100, China
3College of Environmental Science and Engineering, Ocean University of China, Qingdao 266100, China

Tài liệu tham khảo

FAO, 2020 Mook, 2012, Removal of total ammonia nitrogen (TAN), nitrate and total organic carbon (TOC) from aquaculture wastewater using electrochemical technology: a review, Desalination, 285, 1, 10.1016/j.desal.2011.09.029 Li, 2018, Nutrients removal and substrate enzyme activities in vertical subsurface flow constructed wetlands for mariculture wastewater treatment: effects of ammonia nitrogen loading rates and salinity levels, Mar. Pollut. Bull., 131, 142, 10.1016/j.marpolbul.2018.04.013 Buhmann, 2015, Optimization of culturing conditions and selection of species for the use of halophytes as biofilter for nutrient-rich saline water, Agric. Water Manag., 149, 102, 10.1016/j.agwat.2014.11.001 Webb, 2012, Halophyte filter beds for treatment of saline wastewater from aquaculture, Water Res., 46, 5102, 10.1016/j.watres.2012.06.034 Lang, 2022, A flow-through UV/electro-chlorine process for cost-effective and multifunctional purification of marine aquaculture wastewater, J. Environ. Chem. Eng., 10, 10.1016/j.jece.2022.107262 Bennett, 2018, Advanced oxidation processes for treatment of 17β-estradiol and its metabolites in aquaculture wastewater, Aquac. Eng., 83, 40, 10.1016/j.aquaeng.2018.08.003 Song, 2020, Microbial community succession and its correlation with reactor performance in a sponge membrane bioreactor coupled with fiber-bundle anoxic bio-filter for treating saline mariculture wastewater, Bioresour. Technol., 295, 10.1016/j.biortech.2019.122284 Pugazhendi, 2021, Bioenergy production and treatment of aquaculture wastewater using saline anode microbial fuel cell under saline condition, Environ. Technol. Innov., 21, 10.1016/j.eti.2020.101331 Zhu, 2015, Physicochemical characteristics and microbial community evolution of biofilms during the start-up period in a moving bed biofilm reactor, Bioresour. Technol., 180, 345, 10.1016/j.biortech.2015.01.006 Shitu, 2022, Recent advances in application of moving bed bioreactors for wastewater treatment from recirculating aquaculture systems: a review, Aquac. Fish., 7, 244, 10.1016/j.aaf.2021.04.006 Liu, 2019, Start-up evaluations and biocarriers transfer from a trickling filter to a moving bed bioreactor for synthetic mariculture wastewater treatment, Chemosphere, 218, 696, 10.1016/j.chemosphere.2018.11.166 Tadda, 2021, Enhancement of nitrite/ammonia removal from saline recirculating aquaculture wastewater system using moving bed bioreactor, J. Environ. Chem. Eng., 9, 10.1016/j.jece.2021.105947 Tadda, 2021, Impact of saddle-chips biocarrier on treating mariculture wastewater by moving bed biofilm reactor (MBBR): mechanism and kinetic study, J. Environ. Chem. Eng., 9, 10.1016/j.jece.2021.106710 Shitu, 2021, Enhancement of mariculture wastewater treatment using moving bed biofilm reactors filled with modified biocarriers: characterisation, process performance and microbial community evaluation, J. Environ. Manag., 291, 10.1016/j.jenvman.2021.112724 Ma, 2021, Comprehensive metagenomic and enzyme activity analysis reveals the negatively influential and potentially toxic mechanism of polystyrene nanoparticles on nitrogen transformation in constructed wetlands, Water Res., 202, 10.1016/j.watres.2021.117420 Su, 2019, Impacts of chlorothalonil on denitrification and N2O emission in riparian sediments: microbial metabolism mechanism, Water Res., 148, 188, 10.1016/j.watres.2018.10.052 Gao, 2011, Effect of saline aquaculture wastewater treatment by constructed mangrove wetland, Trans. Chin. Soc. Agric. Eng., 28, 192 APHA, 2005 Gao, 2019, Insights into long-term effects of amino-functionalized multi-walled carbon nanotubes (MWCNTs-NH2) on the performance, enzymatic activity and microbial community of sequencing batch reactor, Environ. Pollut., 254, 10.1016/j.envpol.2019.113118 Wang, 2016, Long-term effects of ZnO nanoparticles on nitrogen and phosphorus removal, microbial activity and microbial community of a sequencing batch reactor, Bioresour. Technol., 216, 428, 10.1016/j.biortech.2016.05.099 Tu, 2019, NCycDB: a curated integrative database for fast and accurate metagenomic profiling of nitrogen cycling genes, Bioinformatics, 35, 1040, 10.1093/bioinformatics/bty741 Tanca, 2017, Potential and active functions in the gut microbiota of a healthy human cohort, Microbiome, 5, 79, 10.1186/s40168-017-0293-3 Song, 2021, Impact of carbon/nitrogen ratio on the performance and microbial community of sequencing batch biofilm reactor treating synthetic mariculture wastewater, J. Environ. Manag., 298, 10.1016/j.jenvman.2021.113528 Zhao, 2014, Effect of feed C/N ratio promoted bioflocs on water quality and production performance of bottom and filter feeder carp in minimum-water exchanged pond polyculture system, Aquaculture, 434, 442, 10.1016/j.aquaculture.2014.09.006 Su, 2021, Denitrifying anaerobic methane oxidation process responses to the addition of growth factor betaine in the MFC-granular sludge coupling system: enhancing mechanism and metagenomic analysis, J. Hazard. Mater., 416, 10.1016/j.jhazmat.2021.126139 Broadbent, 2021, Climate change alters temporal dynamics of alpine soil microbial functioning and biogeochemical cycling via earlier snowmelt, ISME J., 15, 2264, 10.1038/s41396-021-00922-0 Yuan, 2021, Pathogenic and indigenous denitrifying bacteria are transcriptionally active and key multi-antibiotic-resistant players in wastewater treatment plants, Environ. Sci. Technol., 55, 10862, 10.1021/acs.est.1c02483 Pan, 2022, Performance and mechanism of simultaneous nitrification–denitrification and denitrifying phosphorus removal in long-term moving bed biofilm reactor (MBBR), Bioresour. Technol., 348, 10.1016/j.biortech.2022.126726 Zhang, 2020, Simultaneous partial nitritation and denitritation coupled with polished anammox for advanced nitrogen removal from low C/N domestic wastewater at low dissolved oxygen conditions, Bioresour. Technol., 305, 10.1016/j.biortech.2020.123045 Yang, 2021, Metagenomic analyses of microbial structure and metabolic pathway in solid-phase denitrification systems for advanced nitrogen removal of wastewater treatment plant effluent: a pilot-scale study, Water Res., 196, 10.1016/j.watres.2021.117067 Zhang, 2021, Distinction between cr and other heavy–metal–resistant bacteria involved in C/N cycling in contaminated soils of copper producing sites, J. Hazard. Mater., 402, 10.1016/j.jhazmat.2020.123454 Zhang, 2021, Salinity-driven nitrogen removal and its quantitative molecular mechanisms in artificial tidal wetlands, Water Res., 202, 10.1016/j.watres.2021.117446 Zhai, 2018, Effects of salinity and COD/N on denitrification and bacterial community in dicyclic-type electrode-based biofilm reactor, Chemosphere, 192, 328, 10.1016/j.chemosphere.2017.10.108 Du, 2017, Performance and microbial community analysis of a novel DEAMOX based on partial-denitrification and anammox treating ammonia and nitrate wastewaters, Water Res., 108, 46, 10.1016/j.watres.2016.10.051 Ma, 2017, Achieving mainstream nitrogen removal through coupling anammox with denitratation, Environ. Sci. Technol., 51, 8405, 10.1021/acs.est.7b01866 Lim, 2008, Primer and probe sets for group-specific quantification of the genera nitrosomonas and nitrosospira using real-time PCR, Biotechnol. Bioeng., 99, 1374, 10.1002/bit.21715 Itoi, 2007, Nitrite-oxidizing bacteria, nitrospira, distribution in the outer layer of the biofilm from filter materials of arecalculating water system for the goldfish Carassius auratus, Aquaculture, 264, 297, 10.1016/j.aquaculture.2007.01.007 Huang, 2018, Role of acid/alkali-treatment in primary sludge anaerobic fermentation: insights into microbial community structure, functional shifts and metabolic output by high-throughput sequencing, Bioresour. Technol., 249, 943, 10.1016/j.biortech.2017.10.104 Yin, 2021, Unraveling the nitrogen removal properties and microbial characterization of “Candidatus Scalindua”-dominated consortia treating seawater-based wastewater, Sci. Total Environ., 786, 10.1016/j.scitotenv.2021.147470 Guo, 2021, Negative effects of oxytetracycline and copper on nitrogen metabolism in an aerobic fermentation system: characteristics and mechanisms, J. Hazard. Mater., 403, 10.1016/j.jhazmat.2020.123890 Huang, 2020, Metagenomic analysis reveals enhanced nutrients removal from low C/N municipal wastewater in a pilot-scale modified AAO system coupling electrolysis, Water Res., 173, 10.1016/j.watres.2020.115530 Jiang, 2019, Enhanced nutrients enrichment and removal from eutrophic water using a self-sustaining in situ photomicrobial nutrients recovery cell (PNRC), Water Res., 167, 10.1016/j.watres.2019.115097