Abstract
The ecosystem in the Qinghai-Tibetan Plateau region is fragile. And the excessive altitude and lower temperatures can lead to regional variations in the community composition and metabolic processes of microorganisms in wastewater treatment systems. To identify these variations, this paper explores the microbial community structure and metabolic processes of activated sludge in A2O wastewater treatment systems in alpine regions based on 16S rRNA sequencing technology and the PICRUSt2 database. Also, the effect of gradual changes in DO concentration on the biological treatment system was examined and analyzed. The results show that the composition of the microbial community is distinct compared to that of the plain areas. norank_f__AKYH767 and IMCC26207 were found as enriched bacterial genera in the aerobic and anoxic tanks in the alpine region, respectively. Microbial communities in alpine areas are more perceptive and competent in processing environmental signals. The degradation of carbon and nitrogen pollutants is not strongly affected by high altitude, provided that the DO concentration is not lower than 1.0 mg/L.
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Due to the confidentiality of the experimental data and the experimental research being in the basic mechanism research stage, the experimental data will not be disclosed for the time being. The data set generated and/or analyzed during the current research period cannot be publicly obtained but can be obtained from the corresponding author, according to reasonable requirements obtained there. The data in this article can be used after obtaining the consent of all the authors. The email address for obtaining data: guo_mingzhe126@163.com.
References
Chen, S., Dong, B., Dai, X., et al. (2019a). Effects of thermal hydrolysis on the metabolism of amino acids in sewage sludge in anaerobic digestion[J]. Waste Management, 88, 309–318. https://doi.org/10.1016/j.wasman.2019.03.060
Chen, Y., Lan, S., Wang, L., et al. (2017). A review: Driving factors and regulation strategies of microbial community structure and dynamics in wastewater treatment systems[J]. Chemosphere, 174(may), 173–182. https://doi.org/10.1016/j.chemosphere.2017.01.129
Chen, Y., Zhu, R., Jiang, Q., et al. (2019b). Effects of green waste participation on the co-digestion of residual sludge and kitchen waste: A preliminary study[J]. Science of the Total Environment, 671, 838–849. https://doi.org/10.1016/j.scitotenv.2019.03.339
Ding, Z., Bourven, I., Guibaud, G., et al. (2015). Role of extracellular polymeric substances (EPS) production in bioaggregation: Application to wastewater treatment[J]. Applied Microbiology and Biotechnology, 99(23), 9883–9905. https://doi.org/10.1007/s00253-015-6964-8
Douglas, Gavin M., et al. (2020). PICRUSt2: An improved and customizable approach for metagenome inference. BioRxiv 672295. https://doi.org/10.1101/672295
Fang, D., Zhao, G., Xu, X., et al. (2018). Microbial community structures and functions of wastewater treatment systems in plateau and cold regions[J]. Bioresource Technology, 249, 684. https://doi.org/10.1016/j.biortech.2017.10.063
Gonzalez-Martinez, A., Rodriguez-Sanchez, A., Garcia-Ruiz, M. J., Munoz-Palazon, B., Cortes-Lorenzo, C., Osorio, F., & Vahala, R. (2016). Performance and bacterial community dynamics of a CANON bioreactor acclimated from high to low operational temperatures. Chemical Engineering Journal, 287, 557–567. https://doi.org/10.1016/j.cej.2015.11.081
Gunnigle, E., McCay, P., Fuszard, M., et al. (2013). A functional approach to uncover the low-temperature adaptation strategies of the archaeon Methanosarcina barkeri[J]. Applied and Environmental Microbiology, 79(14), 4210–4219. https://doi.org/10.1128/AEM.03787-12
Han, Z., Li, S., Zhu, G. C., Yongze, L. U., Gangyin, Y. A. N., & Zhaobo, L. I. (2021). Study on influencing factors of oxygen mass transfer in aeration pond in Plateau area [J]. Water Treatment Technology, 47(06), 34–38. https://doi.org/10.16796/j.cnki.1000-3770.2021.06.007
Kim, D., Kim, T. S., Ryu, H. D., et al. (2008). Treatment of low carbon-to-nitrogen wastewater using two-stage sequencing batch reactor with independent nitrification[J]. Process Biochemistry, 43(4), 406–413. https://doi.org/10.1016/j.procbio.2008.01.003
Kim, S., Kang, I., & Cho, J. C. (2017). Genomic analysis of a freshwater actinobacterium [J]. Journal of Microbiology and Biotechnology, 27(4), 825–833. https://doi.org/10.1016/j.biortech.2020.123178
Kim, E., Yulisa, A., Kim, S., et al. (2020). Monitoring microbial community structure and variations in a full-scale petroleum refinery wastewater treatment plant[J]. Bioresource Technology, 306, 123178. https://doi.org/10.1016/j.biortech.2020.123178
Liu, F., Hu, X., Zhao, X., et al. (2018). Microbial community structures’’ response to seasonal variation in a full-scale municipal wastewater treatment plant [J]. Environmental Engineering Science. https://doi.org/10.1089/ees.2018.0280
Niu I, Yi L, Wang P, et al. Altitude-scale variation in nitrogen-removal bacterial communities from municipal wastewater treatment plants distributed along a 3600-m altitudinal gradient in China[J]. Science of the Total Environment, 2016, 559(Jul.15):38–44. https://doi.org/10.1016/j.scitotenv.2016.03.175
Ng, K. K., Shi, X., Ong, S. L., et al. (2016). Pyrosequencing reveals microbial community profile in anaerobic bio-entrapped membrane reactor for pharmaceutical wastewater treatment[J]. Bioresource Technology, 200, 1076–1079. https://doi.org/10.1016/j.biortech.2015.10.100
Ren, T., Chi, Y., Wang, Y., et al. (2021). Diversified metabolism makes novel Thauera strain highly competitive in low carbon wastewater treatment[J]. Water Research, 206, 117742. https://doi.org/10.1016/j.watres.2021.117742
Sun, H., Shi, W., Cai, C., et al. (2020). Responses of microbial structures, functions, metabolic pathways and community interactions to different C/N ratios in aerobic nitrification[J]. Bioresource Technology, 311, 123422. https://doi.org/10.1016/j.biortech.2020.123422
Terada, A., Sugawara, S., Yamamoto, T., Zhou, S., Koba, K., & Hosomi, M. (2013). Physiological characteristics of predominant ammonia-oxidizing bacteria enriched from bioreactors with 654 different influent supply regimes[J]. Biochemical Engineering Journal, 79, 153–161. https://doi.org/10.1016/j.bej.2013.07.012
Tian, L., & Wang, L. (2020). A meta-analysis of microbial community structures and associated metabolic potential of municipal wastewater treatment plants in global scope[J]. Environmental Pollution, 263, 114598. https://doi.org/10.1016/j.envpol.2020.114598
Tian, L., & Wang, L. (2021). Multi-omics analysis reveals structure and function of biofilm microbial communities in a pre-denitrification biofilter[J]. Science of the Total Environment, 757(4), 143908. https://doi.org/10.1016/j.scitotenv.2020.143908
Wang, S., Guo, L., He, B., et al. (2020). The stability of Qinghai-Tibet Plateau ecosystem to climate change[J]. Physics and Chemistry of the Earth, Parts a/b/c, 115, 102827. https://doi.org/10.1016/j.pce.2019.102827
Wang X, Xia Y, Wen X, et al. Microbial community functional structures in wastewater treatment plants as characterized by GeoChip[J]. Plos One, 2013, 9. https://doi.org/10.1371/journal.pone.0093422
Xu, W., Zhao, H., Cao, H., et al. (2019). New insights of enhanced anaerobic degradation of refractory pollutants in coking wastewater: Role of zero-valent iron in metagenomic functions[J]. Bioresource Technology, 300, 122667. https://doi.org/10.1016/j.biortech.2019.122667
Xu, B., Ng, T. C. A., Huang, S., et al. (2022). Quorum quenching affects biofilm development in an anaerobic membrane bioreactor (AnMBR): From macro to micro perspective[J]. Bioresource Technology, 344, 126183. https://doi.org/10.1016/j.biortech.2021.126183
Zhang, Heng., Wang, Jing., Wang, Bin., Hu, Xiaoling., Guo, Wenbin, XIE Yi, Wang, Hongyu., (2021). Effects of different environmental factors on nitrogen removal performance of anaerobic methane oxidation autotrophic denitrification system and its microbial community analysis [J]. Journal of Environmental Engineering, 15(11),3707–3717. In Chinese. https://kns.cnki.net/kcms/detail/11.5591.X.20211222.0948.014.html
Zhang, H., Liu, Y. Q., Mao, S., et al. (2022a). Reproducibility of aerobic granules in treating low-strength and low -C/N-ratio wastewater and associated microbial community structure [J]. Processes, 10(3), 444. https://doi.org/10.3390/pr10030444
Zhang, Q., Yuan, R., Singh, V. P., et al. (2022b). Dynamic vulnerability of ecological systems to climate changes across the Qinghai-Tibet Plateau, China[J]. Ecological Indicators, 134, 108483. https://doi.org/10.1016/j.ecolind.2021.108483
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This work was supported by the National Natural Science Foundation of China (No. 51868069) and the Eighth Postgraduate Education Innovation Program Project of Tibetan Agricultural and Animal Husbandry University (YJS2022-30).
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All the authors contributed to the study’s conception and design. Material preparation, data collection, and analysis were performed by Mingzhe Guo, Jun Wang, Junhao You, Yongchen Zong, and Chunhui Fu. The first draft of the manuscript was written by Mingzhe Guo, and all the authors commented on the previous versions of the manuscript. All the authors read and approved the final manuscript.
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Guo, M., Wang, J., You, J. et al. The Influence of DO on the Microbiological Community of the A2O Treatment of Municipal Wastewater in Alpine Regions. Water Air Soil Pollut 233, 470 (2022). https://doi.org/10.1007/s11270-022-05943-9
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DOI: https://doi.org/10.1007/s11270-022-05943-9