Abstract
Five types of pharmaceuticals and personal care products (PPCPs) substances were selected as pollutants in this study. The effects of the removal of these pollutants and the microbial succession process in a granular sludge membrane bioreactor (GMBR) were investigated. Results showed that wastewater containing PPCPs influenced the performance of granular sludge. The removal of the five PPCPs from the GMBR had different effects. The removal rates of prednisolone, norfloxacin and naproxen reached 98.5, 87.8 and 84 %, respectively. The degradation effect in the GMBR system was relatively lower for sulphamethoxazole and ibuprofen, with removal efficiency rates of 79.8 and 63.3 %, respectively. Furthermore, the microbial community structure and diversity variation of the GMBR were analysed via high-throughput sequencing technology. The results indicated the structural and functional succession of the microbial community based on the GMBR process. The results indicate the key features of bacteria with an important role in drug degradation.








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Amann RI, Ludwig W, Schleifer KH (1995) Phylogenetic identification and in situ detection of individual microbial cells without cultivation. Rev Microbio 59(1):143–169
Andersson AF, Riemann L, Bertilsson S (2010) Pyrosequencing reveals contrasting seasonal dynamics of taxa within Baltic Sea bacterioplankton communities. The International Society for Microbial Ecology Journal 4(2):171–181
Blumel S, Contzen M, Lutz M (1998) Isolation of a bacterial strain with the ability to utilize the sulfonated azo compound 4-car-boxy −4′-sulfoazobenzene as the sole source of carbon and energy. Appl Environ Microbiol 64(6):2315–2317
Boyd GR, Palmeri JM, Zhang S, Grimm DA (2004) Pharmaceuticals and personal care products (PPCPs) and endocrine disrupting chemicals (EDCs) in storm water canals and Bayou St. John in New Orleans, Louisiana, USA. Science of The Total Environment 333(1–3):137–148
Bruin DL, Kreuk DM, Roest VDH, Uijterlinde CA, Loosdrecht MV (2004) Aerobic granular sludge technology: an alternative to activated sludge? Water Sci and Technol 49(11–12):1–7
Carballa M, Omil F, Lema JM, Llompart M, Garcı́a-Jares C, Rodrı́guez I, Gómez M, Ternes T (2004) Behavior of pharmaceuticals, cosmetics and hormones in a sewage treatment plant. Water Res 38 (12):2918–2926
Castiglioni S, Bagnati R, Fanelli R, Pomati F, Calamari D, Zuccato E (2006) Removal of pharmaceuticals in sewage treatment plants in Italy. Environ Sci Technol 40(1):357–363
Chu LB, Yang FL, Zhang XW (2005) Anaerobic treatment of domestic wastewater in a membrane-coupled expended granular sludge bed (EGSB) reactor under moderate to low temperature. Process Biochem 40(3–4):1063–1070
Chu LB, Zhang XW, Yang FL, Li XH (2006) Treatment of domestic wastewater by using a microaerobic membrane bioreactor. Desalination 189(1–3):181–192
Cirja M, Ivashechkin P, Schaffer A, Corvini PFX (2008) Factors affecting the removal of organic micro-pollutants from waste water in conventional treatment plants (CTP) and membrane bioreactors (MBR). Rev in Environ Sci Biotechnol 7(1):61–78
Cole JR, Chai B, Farris RJ, Wang Q, Kulam SA, McGarrell DM, Garrity GM, Tiedje JM (2004) The ribosomal database project (RDP-II): sequences and tools for high-throughput rRNA analysis. Nucleic Acids Res 33(1):294–296
Daughton CG, Ternes TA (1999) Pharmaceuticals and personal care products in the environment: agents of subtle change? Environ Health Persp 107(6):907–938
Dijk LV, Roncken GCG (1997) Membrane bioreactors for wastewater treatment: the state of the art and new developments. Water Sci Technol 35(10):35–41
Gobet A, Boer SI, Huse SM, Van Beusekom JEE, Quince C, Sogin ML, Boetius A, Ramette A (2012) Diversity and dynamics of rare and of resident bacterial populations in coastal sands. The Int Society for Micro Ecol J 6(3):542–553
Heberer T (2002) Occurrence, fate, and removal of pharmaceutical residues in the aquatic environment: a review of recent research data. Toxicol Lett 131(1–2):5–17
Hu YS, Sun BS, Wang SY (2011) Microbial community structure of sludge in MBR and CAS under oligotrophic environment. Acta Sci Circumst 31(9):1900–1907
Li XF, Gao FS, Hua ZZ, Du GC, Chen J (2005) Treatment of synthetic wastewater by a novel MBR with granular sludge developed for controlling membrane fouling. Sep Purif Technol 46(1–2):19–25
Lin K, Gan J (2011) Sorption and degradation of wastewater-associated non-steroidal anti-inflammatory drugs and antibiotics in soils. Chemosphere 83(3):240–246
Lin WF, Yu ZS, Zhang HX, Thompson IP (2014) Diversity and dynamics of microbial communities at each step of treatment plant for potable water generation. Water Res 52(1):218–230
Lishman L, Smyth SA, Sarafin K, Kleywegt S, Toito J, Peart T, Lee B, Servos M, Beland M, Seto P (2006) Occurrence and reductions of pharmaceuticals and personal care products and estrogens by municipal wastewater treatment plants in Ontario, Canada. Sci Total Environ 367(2):544–558
Liu JL, Wong MH (2013) Pharmaceuticals and personal care products (PPCPs): a review on environmental contamination in China. Environ International 59:208–224
Liu F, Xu XP, Shen XX (2011) Mechanism of Ag+ biosorption by Sphaerotilus natans. Environ Chem 30(7):1259–1264
Liu Y, Tay JH (2004) State of art of biogranulation technology for wastewater treatment. Biotechnol Adv 22(7):533–563
Nakada N, Tanishima T, Shinohara H, Kiri K, Takada H (2006) Pharmaceutical chemicals and endocrine disrupters in municipal wastewater in Tokyo and their removal during activated sludge treatment. Water Res 40(17):3297–3303
Niemi RM, Heiskanen I, Heine R, Rapala J (2009) Previously uncultured β-Proteobacteria dominate in biologically active granular activated carbon (BAC) filters. Water Res 43(20):5075–5086
Paxeus N (2004) Removal of selected non-steroidal antiinflammatory drugs (NSAIDs), gemfibrozil, carbamazepine, beta-blockers, trimethoprim and triclosan in conventional wastewater treatment plants in five EU countries and their discharge to the aquatic environment. Water Sci Technol 50(5):253–260
Qiao TJ, Kanamori H, Wang FF (2011) The efficiency and mechanism of ultrafiltration composite process with activated carbon to remove the typical PPCPs in water without quaking. Tsinghua University Science 279(5359):2063–2064
Santos JL, Aparicio I, Alonso E (2007) Occurrence and risk assessment of pharmaceutically active compounds in wastewater treatment plants. A case study: Seville city (Spain). Environ International 33(4):596–601
SEPA (2002) The Editorial Committee of Water and Wastewater Monitoringand Analysis Methods Water and wastewater monitoring and analysis methods (the fourth edition). China environmental science press Beijing: 96–220
Wang HY, Su BS, Huang D, Cui XJ, Zhu JR (2012) Profiles of zeta potential and EPS in granulation process of aerobic sludge. Environ Sci 33(5):1614–1620
Wang JF, Wang X, Zhao ZG, Li JW (2008) Organics and nitrogen removal and sludge stability in aerobic granular sludge membrane bioreactor. Appl Microbiol Biotechnol 79(4):679–685
Wang JF, Wang X, Ji M (2006) Synchronous nitrification denitrification in granular sludge membrane bioreactor. China Environ Sci 26(4):436–440
Wang LH, Lv Z, Hao CB, Wang GC, Shi P (2013) Degrading bacteria community structure in groundwater of a petroleum-contaminated site. Environ Sci Technol 36(7):1–8
Wilderer PA, McSwain BS (2004) The SBR and its biofilm application potentials. Water Sci Technol 50(10):1–10
Wu CX, Spongberb AL, Witter JD (2009) Sorption and biodegradation of selected antibiotics in biosolids. J Environ Sci Health Part A 44(5):454–461
Yang WB, Cicek N, Llg J (2006) State-of-the-art of membrane bioreactors: worldwide research and commercial applications in North America. J Membr Sci 270(1–2):201–211
Ye L, Zhang T (2011) Pathogenic bacteria in sewage treatment plants as revealed by 454 pyrosequencing. Environ Sci Technol 45:7173–7179
Zhang ML, Liu WJ, Nie XB, Li CP, Gu JN, Zhang C (2012) Molecular analysis of bacterial communities in biofilms of a drinking water clearwell. Microbes Environ 27(4):443–448
Zhang XX, Zhang T, Herbert HPF (2009) Antibiotic resistance genes in water environment. Appl Microbiol Biotechnol 82(3):397–414
Zhao G, Ma F, Sun T, Zhang GD, Zheng HJ (2012) Applying 454 pyrosequencing technology to analyze bacterial communities with operation time in cattle dung-fed microbial fuel cell. Energy Education Science and Technology Parta-Energy Science and Research 30(1):365–374
Zhao X, Wang XC, Chen ZL, Xu H, Zhang QF (2015a) Microbial community structure and pharmaceuticals and personal care products removal in a membrane bioreactor seeded with aerobic granular sludge. Appl Microbiol Biotechnol 99(1):425–433
Zhao X, Chen ZL, Wang XC, Li JCZ, Shen JM, Xu H (2015b) Remediation of pharmaceuticals and personal care products using an aerobic granular sludge sequencing bioreactor and microbial community profiling using Solexa sequencing technology analysis. Bioresour Technol 179:104–112
Zhu ZZ, Zhou Y, Li XF, Chen J (2006) Characteristics of aerobic granular sludge membrane bioreactor for wastewater treatment. Environ Sci 27(1):57–62
Zhou HD (2008) Distribution and move of micro organic pollutions in domestic wastewater. Postdoctoral Research Report of Tsinghua University, Beijing
Zhou FX, Zhang YL, Dai CM (2009) Studies on the removal mechanism of PPCPs in the municipal wastewater treatment. Environ Protection Sci 35(2):15–33
Acknowledgments
This study was funded by the Knowledge Innovation Programme of the Chinese Academy of Sciences (Y025014EA2) and the Key Research Programme of the Chinese Academy of Sciences (KZZD-EW-09-1) and State Key Laboratory of Urban Water Resource and Environment (Harbin Institute of Technology) (2014TS03) and Provincial Natural Science Foundation of Gansu (1506RJZA102).
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This study was funded by Y025014EA2, KZZD-EW-09-1, 2014TS03 and 1506RJZA102.
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Wang, Xc., Shen, Jm., Chen, Zl. et al. Removal of pharmaceuticals from synthetic wastewater in an aerobic granular sludge membrane bioreactor and determination of the bioreactor microbial diversity. Appl Microbiol Biotechnol 100, 8213–8223 (2016). https://doi.org/10.1007/s00253-016-7577-6
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DOI: https://doi.org/10.1007/s00253-016-7577-6

