Abstract
In this study, sodium oxalate was employed to extract extracellular polymeric substances (EPS) from activated sludge samples. The optimum dose of sodium oxalate was 1.34 g/g VSS (volatile suspended solids), and the extraction time was 60 min at pH 7. The total EPS contents obtained under the optimized conditions were approximately 191 mg/g VSS, and they predominantly consisted of proteins, polysaccharides and humic substances. The extraction efficiencies of the chosen method for the major biopolymers were 39, 43 and 410 % higher compared with the ethylenediaminetetraacetic acid (EDTA), cation exchange resin and control methods. Cell lysis measured in terms of deoxyribonucleic acid, and unidentified EPS were approximately 50 % lower in the sodium oxalate method than in the NaOH and EDTA methods. The EPS composition and the ratio of proteins/polysaccharides (1.38–2.21) were extremely dependent on the operating conditions maintained during the extraction. The inductively coupled plasma spectroscopic results demonstrated that the release of divalent metals, such as Ca2+ and Mg2+, from the sludge matrix was directly correlated with higher EPS extraction efficiencies in the sodium oxalate protocol. Moreover, the precipitation of Ca2+ and Mg2+ as metallic oxalates disrupted the floc structure and subsequently enhanced the EPS recovery. Fourier transform infrared studies revealed the presence of functional groups due to EPS molecules in all extracted samples.
Similar content being viewed by others
References
APHA (1998) Standard methods for examination of water and wastewater, 20th edn. American Public Health Association, Washington
Bhatti HN, Hamid S (2014) Removal of uranium (VI) from aqueous solutions using Eucalyptus citriodora distillation sludge. Int J Environ Sci Technol 11:813–822
Blumenkrantz N, Asboe-Hansen G (1973) New method for quantitative determination of uronic acids. Anal Biochem 54:484–489
Brown MJ, Lester JN (1980) Comparison of bacterial extracellular polymer extraction methods. Appl Environ Microbiol 40:179–185
Bruus JH, Nielsen PH, Keiding K (1992) On the stability of activated sludge flocs with implications to dewatering. Water Res 26:1597–1604
Bura R, Cheung M, Liao B, Finlayson J, Lee BC, Droppo IG, Leppard GG, Liss SN (1998) Composition of extracellular polymeric substances in the activated sludge floc matrix. Water Sci Technol 37:325–333
Cescutti P, Toffanin R, Pollesello P, Sutherland IW (1999) Structural determination of the acidic exopolysaccharide produced by a Pseudomonas sp. strain 1.15. Carbohydr Res 315:159–168
Chai X, Takayuki S, Cao X, Guo Q, Zhao Y (2007) Spectroscopic studies of the progress of humification processes in humic substances extracted from refuse in a landfill. Chemosphere 69:1446–1453
Comte S, Guibaud G, Baudu M (2006) Relations between extraction protocols for activated sludge extracellular polymeric substances (EPS) and EPS complexation properties. Part I. Comparison of the efficiency of eight EPS extraction methods. Enzyme Microb Technol 38:237–245
Dignac MF, Urbain V, Rybacki D, Bruchet A, Snidaro D, Scribe P (1998) Chemical description of extracellular polymers: implication on activated sludge floc structure. Water Sci Technol 38:45–53
Dubois M, Gilles KA, Hamilton JK, Rebers PA, Smith F (1956) Colorimetric method for determination of sugars and related substances. Anal Chem 28:350–356
Frølund B, Griebe T, Nielsen PH (1995) Enzymatic activity in the activated-sludge floc matrix. Appl Microbiol Biotechnol 43:755–761
Frølund B, Palmgren R, Keiding K, Nielsen PH (1996) Extraction of extracellular polymers from activated sludge using a cation exchange resin. Water Res 30:1749–1758
Furia TE (1973) CRC handbook of food additives, 2nd edn. CRC Press, Boca Raton
Higgins MJ, Novak JT (1997a) Characterization of exocellular protein and its role in bioflocculation. J Environ Eng 123:479–485
Higgins MJ, Novak JT (1997b) The effect of cations on the settling and dewatering of activated sludges: laboratory results. Water Environ Res 69:215–224
Joshi PM, Juwarkar AA (2009) In vivo studies to elucidate the role of extracellular polymeric substances from Azotobacter in immobilization of heavy metals. Environ Sci Technol 43:5884–5889
Liao BQ, Allen DG, Droppo IG, Leppard GG, Liss SN (2001) Surface properties of sludge and their role in bioflocculation and settleability. Water Res 35:339–350
Liu H, Fang HHP (2002) Extraction of extracellular polymeric substances (EPS) of sludges. J Biotechnol 95:249–256
Liu Y, Fang HHP (2003) Influence of extracellular polymeric substances (EPS) on flocculation, settling, and dewatering of activated sludge. Crit Rev Environ Sci Technol 33:237–273
Liu Y, Lam MC, Fang HHP (2001) Adsorption of heavy metals by EPS of activated sludge. Water Sci Technol 43:59–66
McSwain BS, Irvine RL, Hausner M, Wilderer PA (2005) Composition and distribution of extracellular polymeric substances in aerobic flocs and granular sludge. Appl Environ Microbiol 71:1051–1057
Merrylin J, Kaliappan S, Kumar SA, Yeom IT, Rajesh BJ (2013) Effect of extracellular polymeric substances on sludge reduction potential of Bacillus licheniformis. Int J Environ Sci Technol 10:85–92
Morgan JW, Forster CF, Evison L (1990) A comparative study of the nature of biopolymers extracted from anaerobic and activated sludges. Water Res 24:743–750
Nielsen PH, Jahn A (1999) Extraction of EPS. In: Wingender J, Neu TR, Flemming HC (eds) Microbial extracellular polymeric substances: characterization, structure and function. Springer, Berlin, pp 49–72
Nielsen PH, Frolund B, Keiding K (1996) Changes in the composition of extracellular polymeric substances in activated sludge during anaerobic storage. Appl Microbiol Biotechnol 44:823–830
Omoike A, Chorover J (2004) Spectroscopic study of extracellular polymeric substances from Bacillus subtilis: aqueous chemistry and adsorption effects. Biomacromolecules 5:1219–1230
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
Shak KPY, Wu TY (2014) Coagulation–flocculation treatment of high-strength agro-industrial wastewater using natural Cassia obtusifolia seed gum: treatment efficiencies and flocs characterization. Chem Eng J 256:293–305
Sheng GP, Yu HQ, Yu Z (2005) Extraction of extracellular polymeric substances from the photosynthetic bacterium Rhodopseudomonas acidophila. Appl Microbiol Biotechnol 67:125–130
Sheng GP, Yu HQ, Wang CM (2006) FTIR-spectral analysis of two photosynthetic H2-producing strains and their extracellular polymeric substances. Appl Microbiol Biotechnol 73:204–210
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
Sponza DT (2003) Investigation of extracellular polymer substances (EPS) and physicochemical properties of different activated sludge flocs under steady-state conditions. Enzyme Microb Technol 32:375–385
Sun Y, Clinkenbeard KD, Clarke C, Cudd L, Highlander SK, Dabo SM (1999) Pasteurella haemolytica leukotoxin induced apoptosis of bovine lymphocytes involves DNA fragmentation. Vet Microbiol 65:153–166
Sun M, Li WW, Mu ZX, Wang HL, Yu HQ, Li YY, Harada H (2012) Selection of effective methods for extracting extracellular polymeric substances (EPSs) from Bacillus megaterium TF10. Sep Purif Technol 95:216–221
Tapia JM, Munoz JA, Gonzalez F, Blazquez ML, Malki M, Ballester A (2009) Extraction of extracellular polymeric substances from the acidophilic bacterium Acidiphilium 3.2Sup (5). Water Sci Technol 59:1959–1967
Teh CY, Wu TY, Juan JC (2014) Potential use of rice starch in coagulation–flocculation process of agro-industrial wastewater: treatment performance and flocs characterization. Ecol Eng 71:509–519
Urbain V, Block JC, Manem J (1993) Bioflocculation in activated sludge: an analytic approach. Water Res 27:829–838
Wang Z, Gao M, Wang S, Xin Y, Ma D, She Z, Wang Z, Chang Q, Ren Y (2014) Effect of hexavalent chromium on extracellular polymeric substances of granular sludge from an aerobic granular sequencing batch reactor. Chem Eng J 251:165–174
Wang ZC, Gao MC, Ren Y, Wang Z, She ZL, Jin CJ, Chang QB, Sun CQ, Zhang J, Yang N (2015) Effect of hydraulic retention time on performance of an anoxic–aerobic sequencing batch reactor treating saline wastewater. Int J Environ Sci Technol 12:2043–2054
Watanabe M, Suzuki Y, Sasaki K, Nakashimada Y, Nishio N (1999) Flocculating property of extracellular polymeric substance derived from a marine photosynthetic bacterium, Rhodovulum sp. J Biosci Bioeng 87:625–629
Wingender J, Neu TR, Flemming HC (1999) What are bacterial extracellular polymeric substances? In: Wingender J, Neu TR, Flemming HC (eds) Microbial extracellular polymeric substances: characterization, structures and function. Springer, Berlin, pp 1–18
Zhang X, Bishop PL, Kinkle BK (1999) Comparison of extraction methods for quantifying extracellular polymers in biofilms. Water Sci Technol 39:211–218
Zhu L, Dai X, Xu X, Lv M, Cao D (2014) Microbial community analysis for aerobic granular sludge reactor treating high-level 4-chloroaniline wastewater. Int J Environ Sci Technol 11:1845–1854
Acknowledgments
The authors are very thankful to Korea Institute of Civil Engineering and Building Technology, Korea University of Science and Technology (UST), Republic of Korea (Grant # 2016-0158), for providing the financial support to complete this research work.
Author information
Authors and Affiliations
Corresponding author
Ethics declarations
Conflict of interest
We confirm that the manuscript has been read and approved to submit it in the journal. It is confirmed that there is no conflict of interest in any matter regarding this research work and submission to the journal. It is also confirmed that the research work described in this manuscript has not been published previously and nor is being considered for publication elsewhere. Furthermore, if accepted, it will not be published elsewhere in any other journal or language and without the written consent of copyright holder.
Abbreviations
- EPS
-
Extracellular polymeric substances
- DNA
-
Deoxyribonucleic acids
- EDTA
-
Ethylenediaminetetraacetic acid
- CER
-
Cation exchange resin
- PN/PS
-
Protein/polysaccharide
- VSS
-
Volatile suspended solids
- ICP
-
Inductively coupled plasma
- FTIR
-
Fourier transform infrared
Rights and permissions
About this article
Cite this article
Sajjad, M., Kim, K.S. Extraction of extracellular polymeric substances from activated sludge using sodium oxalate. Int. J. Environ. Sci. Technol. 13, 1697–1706 (2016). https://doi.org/10.1007/s13762-016-1004-5
Received:
Revised:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s13762-016-1004-5