Abstract
The adsorption behavior of Zn2+ in four different biological sludge systems, i.e. activated sludge, denitrification sludge, short-cut nitrification sludge, and anammox granules, was investigated. The results indicated that all sludge samples possessed considerable potential for Zn2+ adsorption. Short-cut nitrification sludge possessed the highest Zn2+ maximum adsorption capacity (qm) of 36.4 mg g SS−1, which was much higher than other sludges applied (12.8–14.7 mg g SS−1). Besides, the adsorption rate for short-cut nitrification sludge was fastest among the four types of sludge after fitting with a pseudo-second-order rate equation. Comparing with the physicochemical properties of the four sludges, the soluble extracellular polymeric substances (EPS), especially soluble polysaccharide (PS), played a prior role in binding metal cations (i.e., Zn). The present study also showed that with less than 30% of Zn2+ trapped by EPS, 61.6–71.9% of Zn2+could be harvested directly by cells, indicating that the protecting capability by EPS was limited. Therefore, it is important to remove metal ions as early as possible if the activated sludge processes encountered high stress of heavy metal.
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References
Ali M, Chai LY, Min XB, Tang CJ, Afrin S, Liao Q, Wang HY, Peng C, Song YX, Zheng P (2016) Performance and characteristics of a nitritation air-lift reactor under long-term HRT shortening. Int Biodeter Biodegr 111:45–53
Alpat SK, Özbayrak Ö, Alpat Ş, Akçay H (2008) The adsorption kinetics and removal of cationic dye, Toluidine Blue O, from aqueous solution with Turkish zeolite. J Hazard Mater 151:213–220
Al-Qodah Z (2006) Biosorption of heavy metal ions from aqueous solutions by activated sludge. Desalination 196:164–176
Aquino SF, Stuckey DC (2004) Soluble microbial products formation in anaerobic chemostats in the presence of toxic compounds. Water Res 38:255–266
Betts AR, Chen N, Hamilton JG, Peak D (2013) Rates and mechanisms of Zn2+ adsorption on a meat and bonemeal biochar. Environ Sci Technol 47:14350–14357
Brown MJ, Lester JN (1982) Role of bacterial extracellular polymers in metal uptake in pure bacterial culture and activated sludge—II Effects of mean cell retention time. Water Res 16:1549–1560
Chen X, Chen G, Chen L, Chen Y, Lehmann J, Mcbride MB, Hay AG (2011) Adsorption of copper and zinc by biochars produced from pyrolysis of hardwood and corn straw in aqueous solution. Bioresour Technol 102:8877–8884
Comte S, Guibaud G, Baudu M (2006) Biosorption properties of extracellular polymeric substances (EPS) resulting from activated sludge according to their type: soluble or bound. Process Biochem 41:815–823
Gryta A, Frąc M, Oszust K (2014) The application of the Biolog EcoPlate approach in ecotoxicological evaluation of dairy sewage sludge. Appl Biochem Biotechnol 174:1434–1443
Gulnaz O, Saygideger S, Kusvuran E (2005) Study of Cu(II) biosorption by dried activated sludge: effect of physico-chemical environment and kinetics study. J Hazard Mater 120:193–200
Gupta S, Babu BV (2009) Removal of toxic metal Cr(VI) from aqueous solutions using sawdust as adsorbent: equilibrium, kinetics and regeneration studies. Chem Eng J 150:352–365
Hall KR, Eagleton LC, Acrivos A, Vermeulen T (1966) A. Acrivos, T. Vermeulen, Pore and solid diffusion kinetics in fixed-bed adsorption under constant pattern conditions. Ind Eng Chem Fund 5:587–594
Hou X, Liu S, Zhang Z (2015) Role of extracellular polymeric substance in determining the high aggregation ability of anammox sludge. Water Res 75:51–62
Hu Z, Chandran K, Grasso D, Smets BF (2004) Comparison of nitrification inhibition by metals in batch and continuous flow reactors. Water Res 38:3949–3959
Islam MS, Ahmed MK, Raknuzzaman M, Habibullah-Al-Mamun M, Islam MK (2015) Heavy metal pollution in surface water and sediment: a preliminary assessment of an urban river in a developing country. Ecol Indic 48:282–291
Li N, Zhang L, Chen Y, Tian Y, Wang H (2011) Adsorption behavior of Cu(II) onto titanate nanofibers prepared by alkali treatment. J Hazard Mater 189:265–272
Li N, Wei D, Wang S, Hu L, Xu W, Du B, Wei Q (2017) Comparative study of the role of extracellular polymeric substances in biosorption of Ni(II) onto aerobic/anaerobic granular sludge. J Colloid Interf Sci 490:754–761
Liao Y, Min X, Yang Z, Chai L, Zhang S, Wang Y (2014) Physicochemical and biological quality of soil in hexavalent chromium-contaminated soils as affected by chemical and microbial remediation. Environ Sci Pollut Res 21:379–388
Liu XM, Sheng GP, Luo HW, Zhang F, Yuan SJ, Xu J, Zeng RJ, Wu JG, Yu HQ (2010) Contribution of extracellular polymeric substances (EPS) to the sludge aggregation. Environ Sci Technol 44:4355–4360
Liu DG, Min XB, Ke Y, Chai LY, Liang YJ, Li YC, Yao LW, Wang ZB (2017) Co-treatment of flotation waste, neutralization sludge, and arsenic-containing gypsum sludge from copper smelting: solidification/stabilization of arsenic and heavy metals with minimal cement clinker. Environ Sci Pollut Res 25:7600–7607
Liu D, Yan X, Zhuo S, Si M, Liu M, Wang S, Ren L, Chai L, Shi Y (2018) Pandoraea sp. B-6 assists the deep eutectic solvent pretreatment of rice straw via promoting lignin depolymerization. Bioresour Technol 257:62–68
Madoni P, Davoli D, Guglielmi L (1999) Response of sOUR and AUR to heavy metal contamination in activated sludge. Water Res 33:2459–2464
Mu H, Zheng X, Chen Y, Chen H, Liu K (2012) Response of anaerobic granular sludge to a shock load of zinc oxide nanoparticles during biological wastewater treatment. Environ Sci Technol 46:5997–6003
Nasernejad B, Zadeh TE, Pour BB, Bygi ME, Zamani A (2004) Camparison for biosorption modeling of heavy metals (Cr (III), Cu (II), Zn (II)) adsorption from wastewater by carrot residues. Process Biochem 40:1319–1322
Peng C, Chai LY, Tang CJ, Min XB, Song YX, Duan CS, Yu C (2017) Study on the mechanism of copper-ammonia complex decomposition in struvite formation process and enhanced ammonia and copper removal. J Environ Sci 51:222–233
Reddad Z, Gerente C, Andres Y, Le CP (2002) Adsorption of several metal ions onto a low-cost biosorbent: kinetic and equilibrium studies. Environ Sci Technol 36:2067–2073
Remenárová L, Pipíška M, Horník M, Rozložník M, Augustín J, Lesný J (2012) Biosorption of cadmium and zinc by activated sludge from single and binary solutions: mechanism, equilibrium and experimental design study. J Taiwan Inst Chem Eng 43:433–443
Rosales E, Ferreira L, Sanromán MÁ, Tavares T, Pazos M (2015) Enhanced selective metal adsorption on optimised agroforestry waste mixtures. Bioresour Technol 182:41–49
Ru J, Liu H, Qu J, Wang A, Dai R (2007) Removal of dieldrin from aqueous solution by a novel triolein-embedded composite adsorbent. J Hazard Mater 141:61–69
Sajjad M, Kim KS (2015) Studies on the interactions of Ca2+ and Mg2+ with EPS and their role in determining the physicochemical characteristics of granular sludges in SBR system. Process Biochem 50:966–972
Sheng GP, Yu HQ, Li XY (2010) Extracellular polymeric substances (EPS) of microbial aggregates in biological wastewater treatment systems: a review. Biotechnol Adv 28:882–894
Sheng GP, Xu J, Luo HW, Li WW, Li WH, Yu HQ, Xie Z, Wei SQ, Hu FC (2013) Thermodynamic analysis on the binding of heavy metals onto extracellular polymeric substances (EPS) of activated sludge. Water Res 47:607–614
Song YX, Liao Q, Yu C, Xiao R, Tang CJ, Chai LY, Duan CS (2017) Physicochemical and microbial properties of settled and floating anammox granules in upflow reactor. Biochem Eng J 123:75–85
Song YX, Chai LY, Tang CJ, Xiao R, Li BR, Wu D, Min XB (2018) Influence of ZnO nanoparticles on anammox granules: the inhibition kinetics and mechanism analysis by batch assays. Biochem Eng J 133:122–129
Sooan O, Toorisaka E, Hirata M, Hano T (2010) Adsorption and toxicity of heavy metals on activated sludge. Scienceasia 36:204–209
Sun XF, Liu C, Ma Y, Wang SG, Gao BY, Li XM (2011) Enhanced Cu(II) and Cr(VI) biosorption capacity on poly(ethylenimine) grafted aerobic granular sludge. Colloid Surf B 82:456–462
Tang CJ, Zheng P, Wang CH, Mahmood Q, Zhang JQ, Chen XG, Zhang L, Chen JW (2011) Performance of high-loaded ANAMMOX UASB reactors containing granular sludge. Water Res 45:135–144
Tang CJ, Duan CS, Yu C, Song YX, Chai LY, Xiao R, Wei Z, Min XB (2017) Removal of nitrogen from wastewaters by anaerobic ammonium oxidation (ANAMMOX) using granules in upflow reactors. Environ Chem Lett 15:311–328
Tang CJ, Duan CS, Liu P, Chai X, Min X, Wang S, Xiao R, Wei Z (2018) Inhibition kinetics of ammonium oxidizing bacteria under Cu(II) and As(III) stresses during the nitritation process. Chem Eng J 352:811–817. https://doi.org/10.1016/j.cej.2018.07.069
Veli S, Alyüz B (2007) Adsorption of copper and zinc from aqueous solutions by using natural clay. J Hazard Mater 149:226–233
Vu B, Chen M, Crawford RJ, Ivanova EP (2009) Bacterial extracellular polysaccharides involved in biofilm formation. Molecules 14:2535–2554
Wang J, Li Q, Li MM, Chen TH, Zhou YF, Yue ZB (2014) Competitive adsorption of heavy metal by extracellular polymeric substances (EPS) extracted from sulfate reducing bacteria. Bioresour Technol 163:374–376
Wei L, Li Y, Noguera DR, Zhao N, Song Y, Ding J, Zhao Q, Cui F (2017) Adsorption of Cu2+ and Zn2+ by extracellular polymeric substances (EPS) in different sludges: effect of EPS fractional polarity on binding mechanism. J Hazard Mater 321:473–483
Wu FC, Ruling T, Rueyshin J (2009) Initial behavior of intraparticle diffusion model used in the description of adsorption kinetics. Chem Eng J 153:1–8
Yang CP, Wang JQ, Lei M, Xie GX, Zeng GM, Luo SL (2010) Biosorption of zinc(II) from aqueous solution by dried activated sludge. J Environ Sci-China 22:675–680
Yang J, Wei W, Pi S, Ma F, Li A, Wu D, Xing J (2015) Competitive adsorption of heavy metals by extracellular polymeric substances extracted from Klebsiella sp. J Bioresour Technol 196:533–539
Yin Y, Hu Y, Xiong F (2011) Sorption of Cu(II) and Cd(II) by extracellular polymeric substances (EPS) from Aspergillus fumigatus. Int Biodeter Biodegr 65:1012–1018
Zhang Z, Zhou Y, Zhang J, Xia S (2014) Copper (II) adsorption by the extracellular polymeric substance extracted from waste activated sludge after short-time aerobic digestion. Environ Sci Pollut Res 21:2132–2140
Zhang QQ, Zhang ZZ, Guo Q, Wang JJ, Wang HZ, Jin RC (2015) Analyzing the revolution of anaerobic ammonium oxidation (anammox) performance and sludge characteristics under zinc inhibition. Appl Microbiol Biotechnol 99:3221–3232
Zhang ZZ, Xu JJ, Shi ZJ, Cheng YF, Ji ZQ, Deng R, Jin RC (2017) Short-term impacts of Cu, CuO, ZnO and Ag nanoparticles (NPs) on anammox sludge: CuNPs make a difference. Bioresour Technol 235:281–291
Zheng X, Wu R, Chen Y (2011) Effects of ZnO nanoparticles on wastewater biological nitrogen and phosphorus removal. Environ Sci Technol 45:2826–2832
Funding
This work is partially supported by the National Natural Science Foundation of China (51878662, 51674305), the key projects of the Science and Technology of Hunan Province (2017SK2420), the Innovation-Driven Project (2017CX010) of Central South University, and the Opening Fund of Jiangsu Key Laboratory of Anaerobic Biotechnology (Jiangnan University) (JKLAB201706). Dr. Tang C.-J. is supported by the 2017 Huxiang Provincial Scholar Program (2017RS3005).
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Highlights
• Short-cut nitrification sludge possessed the highest Zn2+ adsorption capacity among the sludges applied.
• Carboxyl, peptidic bond, and polysaccharide groups played a role as binding sites for Zn2+.
• The PS content and the soluble EPS was more reactive for heavy metal adsorption.
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Song, YX., Lu, CH., Liu, P. et al. Insights into the role of extracellular polymeric substances in Zn2+ adsorption in different biological sludge systems. Environ Sci Pollut Res 25, 36680–36692 (2018). https://doi.org/10.1007/s11356-018-3451-7
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DOI: https://doi.org/10.1007/s11356-018-3451-7