Pilot-scale Evaluation of an Anaerobic/Anoxic/Oxic Process for Nitrogen Removal from Sewage Using Metagenomic Sequencing
DOI:
https://doi.org/10.54097/ijbls.v2i3.8658Keywords:
Bacterial Modified Anaerobic/Anoxic/Oxic Process, Metagenomic Sequencing, Microbial Community Structure, Metabolic Pathways, Nitrogen RemovalAbstract
A modified pilot plant with two sequencing batch reactors on the strength of utilizing the inner carbon supply and adding suspended carriers was operated for 280 d to analyze nitrogen removal performance and microorganism community. Despite a low chemical oxygen demand (COD)/total nitrogen (TN) ratio of 3.5, the TN in the effluent decreased from 37.2 to 10.4 mg N/L. High-throughput sequencing indicated significant differences in the abundance of the phylum Actinobacteria (p<0.0001), Firmicutes (p<0.0001), Bacteroidetes (p<0.001), Uroviricota (p<0.0001) and Planctomycetes (p<0.0001) between the anoxic-carrier biofilms and flocculent sludge. Quantitative PCR revealed that denitrification and anammox genes were additional abundant in the anoxic-carrier biofilms than flocculent sludge (narG: p<0.0001; nirS: p<0.01; narH: p<0.01; norB: p<0.0001; hzsB: p<0.01; hdh: p<0.01). Thus, enrichment with denitrification and anammox bacteria might improve nitrogen removal; this was supported by KEGG pathway annotation. Collectively, this study suggests that anoxic-carrier biofilms might enhance nitrogen removal through partial denitrification and anammox process in CWWTPs.
Downloads
References
Aldalbahi, A., El-Naggar, M.E., El-Newehy, M.H., Rahaman, M., Hatshan, M.R., Khattab, T.A. 2021. Effects of Technical Textiles and Synthetic Nanofibers on Environmental Pollution, Polymers (Basel). 13(1).
Shi, J., Huang, W., Han, H., Xu, C., 2021. Pollution control of wastewater from the coal chemical industry in China: Environmental management policy and technical standards, Renew. Sustain. Energy Rev. 143.
Sulthonuddin, I., Herdiansyah, H. 2021. Sustainability of Batik wastewater quality management strategies: analytical hierarchy process, Applied Water Science, 11(2).
Ma, Q., Qu, Y., Shen, W., Zhang, Z., Wang, J., Liu, Z., Li, D., Li, H., Zhou, J., 2015. Bacterial community compositions of coking wastewater treatment plants in steel industry revealed by Illumina high-throughput sequencing, Bioresour. Technol. 179, 436–443.
Kayranli, B., Ugurlu, A., 2011. Effects of temperature and biomass concentration on the performance of anaerobic sequencing batch reactor treating low strength wastewater, Desalination. 278, 77–83.
Li, R., Han, Z., Shen, H., Qi, F., Sun, D., 2021. Volatile sulfur compound emissions and health risk assessment from an A2/O wastewater treatment plant, Sci. Total Environ. 794, 148741.
Rong, Y., Liu, X., Wen, L., Jin, X., Shi, X., Jin, P., 2020. Advanced nutrient removal in a continuous A2/O process based on partial nitrification-anammox and denitrifying phosphorus removal, J. Water Process Eng. 36, 101245.
Zhang, Q.H., Yang, W.N., Ngo, H.H., Guo, W.S., Jin, P.K., Dzakpasu, M., Yang, S.J., Wang, Q., Wang, X.C., Ao, D., 2016. Current status of urban wastewater treatment plants in China, Environ. Int. 92–93, 11–22.
Mažeikienė, A., Grubliauskas, R., 2021. Biotechnological wastewater treatment in small-scale wastewater treatment plants, J. Cleaner Prod. 279, 123750.
Miao, Y., Peng, Y., Zhang, L., Li, B., Li, X., Wu, L., Wang, S., 2018. Partial nitrification-anammox (PNA) treating sewage with intermittent aeration mode: Effect of influent C/N ratios, Chem. Eng. J. 334, 664–672.
Jia, Y., Khanal, S.K., Zhang, H., Chen, G.H., Lu, H. 2017. Sulfamethoxazole degradation in anaerobic sulfate-reducing bacteria sludge system. Water Res, 119, 12-20.
Capodici, M., Corsino, S.F., Di Trapani, D., Torregrossa, M., Viviani, G. 2019. Effect of biomass features on oxygen transfer in conventional activated sludge and membrane bioreactor systems. Journal of Cleaner Production, 240.
Shen, Y., Yang, D., Wu, Y., Zhang, H., Zhang, X., 2019. Operation mode of a step-feed anoxic/oxic process with distribution of carbon source from anaerobic zone on nutrient removal and microbial properties, Sci. Rep. 9, 1153.
Jiang, C., Xu, S., Wang, R., Feng, S., Zhou, S., Wu, S., Zeng, X., Wu, S., Bai, Z., Zhuang, G., Zhuang, X., 2019. Achieving efficient nitrogen removal from real sewage via nitrite pathway in a continuous nitrogen removal process by combining free nitrous acid sludge treatment and DO control, Water Res. 161, 590–600.
Barbera, E., Sforza, E., Grandi, A., Bertucco, A. 2020. Uncoupling solid and hydraulic retention time in photobioreactors for microalgae mass production: A model-based analysis, Chemical Engineering Science. 218.
Su, C., Deng, Q., Lu, Y., Qin, R., Chen, S., Wei, J., Chen, M., Huang, Z., 2019. Effects of hydraulic retention time on the performance and microbial community of an anaerobic baffled reactor-bioelectricity Fenton coupling reactor for treatment of traditional Chinese medicine wastewater, Bioresour. Technol. 288, 121508.
Lu, W., Ma, B., Wang, Q., Wei, Y., Su, Z., 2021. Feasibility of achieving advanced nitrogen removal via endogenous denitratation/anammox, Bioresour. Technol. 325, 124666.
Wang, C., Liu, S., Xu, X., Zhang, C., Wang, D., Yang, F., 2018. Achieving mainstream nitrogen removal through simultaneous partial nitrification, anammox and denitrification process in an integrated fixed film activated sludge reactor, Chemosphere. 203, 457–466.
Chang, M., Liang, B., Zhang, K., Wang, Y., Jin, D., Zhang, Q., Hao, L., Zhu, T., 2022. Simultaneous shortcut nitrification and denitrification in a hybrid membrane aerated biofilms reactor (H-MBfR) for nitrogen removal from low COD/N wastewater, Water Res. 211, 118027.
Wang, Z., Peng, Y., Li, J., Liu, J., Zhang, Q., Li, X., Zhang, L., 2021. Rapid initiation and stable maintenance of municipal wastewater nitritation during the continuous flow anaerobic/ oxic process with an ultra-low sludge retention time, Water Res. 197, 117091.
APHA, 1998. Standard Methods for the Examination of Water and Wastewater, twentieth ed. United Book Press, Washington D.C.
Bolger, A.M., Lohse, M., Usadel, B., 2014. Trimmomatic: A flexible trimmer for Illumina sequence data, Bioinformatics. 30, 2114–2120.
Langmead, B., Salzberg, S.L., 2012. Fast gapped-read alignment with bowtie 2, Nat. Methods. 9, 357–359.
Mandal, S., Van Treuren, W., White, R.A., Eggesbø, M., Knight, R., Peddada, S.D., 2015. Analysis of composition of microbiomes: a novel method for studying microbial composition, Microb. Ecol. Health. Dis. 26, 27663.
Lu, J., Breitwieser, F. Thielen, P, Salzberg, S.L., 2017. Bracken: estimating species abundance in metagenomics data, PeerJ Comp. Sci. 3, e104
Godzieba, M., Zubrowska-Sudol, M., Walczak, J., Ciesielski, S., 2022. Development of microbial communities in biofilm and activated sludge in a hybrid reactor, Sci. Rep. 12, 12558.
Zhong, X.Z., Li, X.X., Zeng, Y., Wang, S.P., Sun, Z.Y., Tang, Y.Q., 2020. Dynamic change of bacterial community during dairy manure composting process revealed by high-throughput sequencing and advanced bioinformatics tools, Bioresour. Technol. 306, 123091.
Fu, G., Wu, J., Han, J., Zhao, L., Chan, G., Leong, K., 2020. Effects of substrate type on denitrification efficiency and microbial community structure in constructed wetlands, Bioresour. Technol. 307, 123222.
Nguyen, L.N., Commault, A.S., Johir, M.A.H., Bustamante, H., Aurisch, R., Lowrie, R., Nghiem, L.D. 2019. Application of a novel molecular technique to characterise the effect of settling on microbial community composition of activated sludge, J Environ Manage. 251, 109594.
Costa, O.Y.A., de Hollander, M., Pijl, A., Liu, B., Kuramae, E.E., 2020. Cultivation-independent and cultivation-dependent metagenomes reveal genetic and enzymatic potential of microbial community involved in the degradation of a complex microbial polymer, Microbiome. 8, 76.
Kim, E., Yulisa, A., Kim, S., Hwang, S., 2020. Monitoring microbial community structure and variations in a full-scale petroleum refinery wastewater treatment plant, Bioresour. Technol. 306, 123178.
Zhang, L., Shen, Z., Fang, W., Gao, G. 2019. Composition of bacterial communities in municipal wastewater treatment plant, Sci. Total Environ. 689, 1181–1191.
Cydzik-Kwiatkowska, A., Zielińska, M., 2016. Bacterial communities in full-scale wastewater treatment systems, World J. Microbiol. Biotechnol. 32, 66.
Kim, Y.K., Yoo, K., Kim, M.S., Han, I., Lee, M., Kang, B.R., Lee, T.K., Park, J., 2019. The capacity of wastewater treatment plants drives bacterial community structure and its assembly, Sci. Rep. 9, 14809.
Li, X., Li, Y., Li, Y., Wu, J., 2020. Myriophyllum Elatinoides growth and rhizosphere bacterial community structure under different nitrogen concentrations in swine wastewater, Bioresour. Technol. 301, 122776.
Yu, X., Jiang, Y., Huang, H., Shi, J., Wu, K., Zhang, P., Lv, J., Li, H., He, H., Liu, P., Li, X., 2016. Simultaneous aerobic denitrification and Cr(VI) reduction by Pseudomonas brassicacearum LZ-4 in wastewater, Bioresour. Technol. 221, 121–129.
Oluseyi Osunmakinde, C., Selvarajan, R., Mamba, B.B., Msagati, T.A.M., 2019. Profiling bacterial diversity and potential pathogens in wastewater treatment plants using high-throughput sequencing analysis, Microorganisms. 7, 506.
Pan, Z., Zhou, J., Lin, Z., Wang, Y., Zhao, P., Zhou, J., Liu, S., He, X., 2020. Effects of COD/TN ratio on nitrogen removal efficiency, microbial community for high saline wastewater treatment based on heterotrophic nitrification-aerobic denitrification process, Bioresour. Technol. 301, 122726.
Zhang, S., Huang, Z., Lu, S., Zheng, J., Zhang, X., 2017. Nutrients removal and bacterial community structure for low C/N municipal wastewater using a modified anaerobic/ anoxic/ oxic (mA2/O) process in North China, Bioresour. Technol. 243, 975–985.
Zou, Y., Lin, M., Xiong, W., Wang, M., Zhang, J., Wang, M., Sun, Y. 2018. Metagenomic insights into the effect of oxytetracycline on microbial structures, functions and functional genes in sediment denitrification, Ecotoxicol Environ Saf. 161, 85-91.
Lei, L., Gu, J., Wang, X., Song, Z., Yu, J., Wang, J., Dai, X., Zhao, W. 2021. Effects of phosphogypsum and medical stone on nitrogen transformation, nitrogen functional genes, and bacterial community during aerobic composting, Sci Total Environ. 753, 141746.
Huang, S., Zhu, Y., Zhang, G., Lian, J., Liu, Z., Zhang, L., Tian, S. 2020. Effects of low-intensity ultrasound on nitrite accumulation and microbial characteristics during partial nitrification, Sci Total Environ. 705, 135985.
Akaboci, T.R.V., Gich, F., Ruscalleda, M., Balaguer, M.D., Colprim, J. 2018. Assessment of operational conditions towards mainstream partial nitritation-anammox stability at moderate to low temperature: Reactor performance and bacterial community, Chemical Engineering Journal. 350, 192-200.
Lin, L., Luo, Z., Ishida, K., Urasaki, K., Kubota, K., Li, Y.Y., 2022. Fast formation of anammox granules using a nitrification-denitrification sludge and transformation of microbial community, Water Res. 221, 118751.
Wen, J., LeChevallier, M.W., Tao, W., 2020. Nitrification kinetics and microbial communities of activated sludge as a full-scale membrane bioreactor plant transitioned to low dissolved oxygen operation, J. Cleaner Prod. 252, 119872.
Bi, Z., Zhang, W., Song, G., Huang, Y. 2019. Iron-dependent nitrate reduction by anammox consortia in continuous-flow reactors: A novel prospective scheme for autotrophic nitrogen removal, Sci Total Environ. 692, 582-588.
Zhang, M., Yu, M., Wang, Y., He, C., Pang, J., Wu, J., 2019. Operational optimization of a three-stage nitrification moving bed biofilm reactor (NMBBR) by obtaining enriched nitrifying bacteria: Nitrifying performance, microbial community, and kinetic parameters, Sci. Total Environ. 697, 134101.
Ding, F., Liang, D., Wu, Y., Li, D., Bian, W., Li, J., 2020. Effect of C/N on partial nitrification in an MBBR at low temperature, Environ. Sci.: Water Res. Technol. 6, 3391–3399.
Jiang, Q., Ngo, H.H., Nghiem, L.D., Hai, F.I., Price, W.E., Zhang, J., Liang, S., Deng, L., Guo, W., 2018. Effect of hydraulic retention time on the performance of a hybrid moving bed biofilm reactor-membrane bioreactor system for micropollutants removal from municipal wastewater, Bioresour. Technol. 247, 1228–1232.
Leyva-Díaz, J.C., Monteoliva-García, A., Martín-Pascual, J., Munio, M.M., García-Mesa, J.J., Poyatos, J.M., 2020. Moving bed biofilm reactor as an alternative wastewater treatment process for nutrient removal and recovery in the circular economy model, Bioresour. Technol. 299, 122631.
Laczi, K., Erdeine Kis, A., Szilagyi, A., Bounedjoum, N., Bodor, A., Vincze, G.E., Kovacs, T., Rakhely, G., Perei, K. 2020. New Frontiers of Anaerobic Hydrocarbon Biodegradation in the Multi-Omics Era, Front Microbiol. 11, 590049.
Aldossari, N., Ishii, S. 2021. Fungal denitrification revisited – Recent advancements and future opportunities, Soil Biology and Biochemistry. 157.
Dai, C., Bin, L., Tang, B., Li, P., Huang, S., Fu, F., Yin, Q., 2020. Promoting the granulation process of aerobic granular sludge in an integrated moving bed biofilm-membrane bioreactor under a continuous-flowing mode, Sci. Total Environ. 703, 135482.


