Skip to main content
Log in

Acclimation of activated sludge to nonylphenol ethoxylates and mathematical modeling of the depolymerization process

  • Original Paper
  • Published:
Brazilian Journal of Chemical Engineering Aims and scope Submit manuscript

Abstract

In this study, the aerobic depolymerization of nonylphenol ethoxylates (NPEOs) in activated sludge reactors was studied. Activated sludge (AS) from two different reactors treating different model wastewater (cheese whey or phenol) was used as the inocula for NPEOs biodegradation assays. Three commercial mixtures of NPEOs (NPEOav5, NPEOav9, NPEOav12) were tested as the sole carbon source. Soluble and total (soluble plus sorbed onto the biomass) NPEOs concentrations were measured by HPLC. The oxygen uptake rate (OUR) of the microorganisms during the aerobic degradation of NPEOs was measured using a respirometric technique. Results showed that only phenol-acclimated sludge was capable of degrading NPEOs. HPLC analysis suggested that biodegradation occurred via the non-oxidative depolymerization of NPEOs. Then, released ethoxylate units were the actual substrate for biomass growth and oxygen consumption. A lumped kinetic model was developed assuming that long-chain oligomers can be represented by a single oligomer Nz, being z the average polymerization degree of this lumped species, which is depolymerized by the biomass. The model was fitted to the experimental data and a satisfactory agreement was achieved. The developed model could be useful for predicting the depolymerization process of NPEOs and the growth of biomass in aerobic activated sludge reactors.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6
Fig. 7
Fig. 8
Fig. 9

Similar content being viewed by others

References

  • Acir I-H, Guenther K (2018) Endocrine-disrupting metabolites of alkylphenol ethoxylates – A critical review of analytical methods, environmental occurrences, toxicity, and regulation. Sci Total Environ 635:1530–1546

    Article  CAS  PubMed  Google Scholar 

  • Arturi TS, Zaritzky NE, Contreras EM (2014) Simple high-performance liquid chromatography-ultraviolet method to quantify the molecular size distribution of nonylphenol ethoxylates. Ind Eng Chem Res 53:1327–1333

    Article  CAS  Google Scholar 

  • Balabanič D, Klemenčič AK (2018) Endocrine-disrupting chemicals and male reproductive health: a review. Slov Med J 87:69–80

    Google Scholar 

  • Baleux B, Champetier G (1972) Dosage colorimétrique d’agents de surface non ioniques polyoxyéthylenes al’aide d’une solution iodo–iodurée. CR Acad Sc Paris (C) 274:1617–1620

    CAS  Google Scholar 

  • Brown DG, Al Nuaimi KS (2005) Nonionic surfactant sorption onto the bacterial cell surface: a multi-interaction isotherm. Langmuir 21:11368–11372

    Article  CAS  PubMed  Google Scholar 

  • Carotenuto M, Libralato G, Gürses H, Siciliano A, Rizzo L, Guida M, Lofrano G (2019) Nonylphenol deca-ethoxylate removal from wastewater by UV/H2O2: Degradation kinetics and toxicity effects. Proc Saf Environ Prot 124:1–7

    Article  CAS  Google Scholar 

  • Chong N-M (2009) Modeling the acclimation of activated sludge to a xenobiotic. Biores Technol 100:5750–5756

    Article  CAS  Google Scholar 

  • Chong N-M, Chen Y-S (2007) Activated sludge treatment of a xenobiotic with or without a biogenic substrate during start-up and shocks. Biores Technol 98:3611–3616

    Article  CAS  Google Scholar 

  • Chong N-M, Luong M, Hwu C-S (2012) Biogenic substrate benefits activated sludge in acclimation to a xenobiotic. Biores Technol 104:181–186

    Article  CAS  Google Scholar 

  • Di Gioia D, Sciubba L, Bertin L, Barberio C, Salvadori L, Frassinetti S, Fava F (2009) Nonylphenol polyethoxylate degradation in aqueous waste by the use of batch and continuous biofilm bioreactors. Water Res 43(12):2977–2988

    Article  PubMed  Google Scholar 

  • Ferro Orozco AM, Lobo CC, Contreras EM, Zaritzky NE (2013) Biodegradation of bisphenol-A (BPA) in activated sludge batch reactors: analysis of the acclimation process. Int Biodeterior Biodeg 85:392–399

    Article  CAS  Google Scholar 

  • Ferro Orozco AM, Morales Urrea DA, Contreras EM, Zaritzky NE (2020) Loss of bisphenol A removal ability of activated sludge in semi-continuous reactors (SCR). J Environ Chem Eng 8:103778

    Article  CAS  Google Scholar 

  • HagMan M, La Cour Jansen J (2007) Oxygen uptake rate measurements for application at wastewater treatment plants. Vatten 63:131–138

    CAS  Google Scholar 

  • Hayashi S, Saito S, Kim J-H, Nishimura O, Sudo R (2005) Aerobic biodegradation behavior of nonylphenol polyethoxylates and their metabolites in the presence of organic matter. Environ Sci Technol 39:5626–5633

    Article  CAS  PubMed  Google Scholar 

  • John DM, White GF (1998) Mechanism for biotransformation of nonylphenol polyethoxylates to xenoestrogens in Pseudomonas putida. J Bacteriol 180:4332–4338

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Jurado E, Fernández-Serrano M, Núñez-Olea J, Luzón G, Lechuga M (2009) Acute toxicity and relationship between metabolites and ecotoxicity during the biodegradation process of non-ionic surfactants: fatty-alcohol ethoxylates, nonylphenol polyethoxylate and alkylpolyglucosides. Water Sci Technol 59:2351–2358

    Article  CAS  PubMed  Google Scholar 

  • Karci A, Arslan-Alaton I, Bekbolet M (2013) Advanced oxidation of a commercially important nonionic surfactant: Investigation of degradation products and toxicity. J Hazard Mater 263:275–282

    Article  CAS  PubMed  Google Scholar 

  • Kareem SH, Ibrahim Q (2016) Preparation and Adsorption Properties of Mesoprous Silica for Removal of Nonylphenolethoxylates Surfactant from Aqueous Solution. Int J Sci Res 5:480–488

    Google Scholar 

  • Langford KH, Scrimshaw MD, Birkett JW, Lester JN (2005) Degradation of nonylphenolic surfactants in activated sludge batch tests. Water Res 39:870–876

    Article  CAS  PubMed  Google Scholar 

  • Liu Z-H, Kanjo Y, Mizutani S (2009) Removal mechanisms for endocrine disrupting compounds (EDCs) in wastewater treatment—physical means, biodegradation, and chemical advanced oxidation: a review. Sci Total Environ 407:731–748

    Article  CAS  PubMed  Google Scholar 

  • Lobo CC, Bertola NC, Contreras EM (2014) Error propagation in respirometric assays. Braz J Chem Eng 31(2):303–312

    Article  Google Scholar 

  • Lobo CC, Bertola NC, Contreras EM (2016) Approximate expressions of a SBR for wastewater treatment: Comparison with numeric solutions and application to predict the biomass concentration in real cases. Proc Saf Environ Prot 100:65–73

    Article  CAS  Google Scholar 

  • Lobo CC, Bertola NC, Contreras EM, Zaritzky NE (2018) Monitoring and modeling 4-chlorophenol biodegradation kinetics by phenol-acclimated activated sludge by using open respirometry. Environ Sci Pollut Res 25:21272–21285

    Article  CAS  Google Scholar 

  • Loferer-Krößbacher M, Klima J, Psenner R (1998) Determination of bacterial cell dry mass by transmission electron microscopy and densitometric image analysis. Appl Environ Microbiol 64:688–694

    Article  PubMed  PubMed Central  Google Scholar 

  • Lu J, Jin Q, He Y, Wu J (2008a) Enhanced anaerobic biodegradation of nonylphenol ethoxylates by introducing additional sulfate or nitrate as terminal electron acceptors. Int Biodeterior Biodegrad 62(2):214–218

    Article  CAS  Google Scholar 

  • Lu J, Jin Q, He Y, Wu J, Zhang W, Zhao J (2008b) Biodegradation of nonylphenol polyethoxylates by denitrifying activated sludge. Water Res 42:1075–1082

    Article  CAS  PubMed  Google Scholar 

  • Ma W, Nie C, Su F, Cheng X, Yan Y, Chen B, Lun X (2015) Migration and biotransformation of three selected endocrine disrupting chemicals in different river-based aquifers media recharge with reclaimed water. Int Biodeterior Biodegrad 102:298–307

    Article  CAS  Google Scholar 

  • Ömeroğlu S, Sanin FD (2014) Fate and degradation kinetics of nonylphenol compounds in aerobic batch digesters. Water Res 64:1–12

    Article  PubMed  Google Scholar 

  • Priac A, Morin-Crini N, Druart C, Gavoille S, Bradu C, Lagarrigue C, Torri G, Winterton P, Crini G (2017) Alkylphenol and alkylphenol polyethoxylates in water and wastewater: A review of options for their elimination. Arab J Chem 10:S3749–S3773

    Article  CAS  Google Scholar 

  • Pirt JS (1975) Principles of microbe and cell cultivation. Blackwell Scientific Publications, Cornwall

    Google Scholar 

  • Santacesaria E, Di Serio M, Lisi L, Gelosa D (1990) Kinetics of nonylphenol polyethoxylation catalyzed by potassium hydroxide. Ind Eng Chem Res 29:719–725

    Article  CAS  Google Scholar 

  • Setlhare B, Kumar A, Mokoena MP, Olaniran AO (2019) Catechol 1,2-Dioxygenase is an Analogue of Homogentisate 1,2-Dioxygenase in Pseudomonas chlororaphis Strain UFB2. Int J Mol Sci 20(1):61

    Article  Google Scholar 

  • Soares A, Guieysse B, Jefferson B, Cartmell E, Lester JN (2008) Nonylphenol in the environment: a critical review on occurrence, fate, toxicity and treatment in wastewaters. Environ Int 34:1033–1049

    Article  CAS  PubMed  Google Scholar 

  • Stasinakis AS, Kordoutis CI, Tsiouma VC, Gatidou G, Thomaidis NS (2010) Removal of selected endocrine disrupters in activated sludge systems: effect of sludge retention time on their sorption and biodegradation. Biores Technol 101:2090–2095

    Article  CAS  Google Scholar 

  • Stenholm Ã, Hedeland M, Arvidsson T, Pettersson CE (2020) Removal of nonylphenol polyethoxylates by adsorption on polyurethane foam and biodegradation using immobilized Trametes versicolor. Sci Total Environ 724:138159

    Article  CAS  PubMed  Google Scholar 

  • Tanghe T, Verstraete W (2001) Adsorption of nonylphenol onto granular activated carbon. Water Air Soil Pollut 131:61–72

    Article  CAS  Google Scholar 

  • Wang Z, Yang Y, Sun W, Xie S (2014) Biodegradation of nonylphenol by two alphaproteobacterial strains in liquid culture and sediment microcosm. Int Biodeterior Biodegrad 92:1–5

    Article  CAS  Google Scholar 

  • Wyrwas B, Dymaczewski Z, Zgoła-Grześkowiak A, Szymański A, Frańska M, Kruszelnicka I, Ginter-Kramarczyk D, Cyplik P, Ławniczak Ł, Chrzanowski Ł (2013) Biodegradation of Triton X-100 and its primary metabolites by a bacterial community isolated from activated sludge. J Environ Man 128:292–299

    Article  CAS  Google Scholar 

  • Xi L (2018) Catechol 2,3-dioxygenase from a new phenolic compound degrader Thauera sp. K11: purification and biochemical characterization. J Basic Microbiol 58(3):255–262

    Article  CAS  PubMed  Google Scholar 

  • Zhang J, Min Y, Zhang Y, Meixue C (2008) Biotransformation of nonylphenol ethoxylates during sewage treatment under anaerobic and aerobic conditions. J Environ Sci 20:135–141

    Article  CAS  Google Scholar 

Download references

Acknowledgements

The authors gratefully acknowledge the financial support given by Universidad Nacional de La Plata (UNLP), Consejo Nacional de Investigaciones Científicas y Técnicas (CONICET), and Agencia Nacional de Promoción Científica y Tecnológica (ANPCYT).

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Edgardo M. Contreras.

Ethics declarations

Conflict of interest

The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the study reported in this paper.

Additional information

Publisher’s Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Electronic supplementary material

Below is the link to the electronic supplementary material.

Supplementary Material 1

Rights and permissions

Springer Nature or its licensor holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Arturi, T.S., Zaritzky, N.E. & Contreras, E.M. Acclimation of activated sludge to nonylphenol ethoxylates and mathematical modeling of the depolymerization process. Braz. J. Chem. Eng. 40, 403–416 (2023). https://doi.org/10.1007/s43153-022-00266-y

Download citation

  • Received:

  • Revised:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s43153-022-00266-y

Keywords

Navigation