Elsevier

Water Research

Volume 42, Issue 17, November 2008, Pages 4578-4588
Water Research

Influence of pharmaceutical residues on the structure of activated sludge bacterial communities in wastewater treatment bioreactors

https://doi.org/10.1016/j.watres.2008.08.006Get rights and content

Abstract

Concern is growing over contamination of the environment with pharmaceuticals because of their widespread use and incomplete removal during wastewater treatment, where microorganisms drive the key processes. The influence of pharmaceuticals on bacterial community structure in activated sludge was assessed in small-scale wastewater treatment bioreactors containing different concentrations (5, 50, 200 and 500 μg L−1) of several commonly used pharmaceuticals (ibuprofen, naproxen, ketoprofen, diclofenac and clofibric acid). T-RFLP analyses of the bacterial 16S rRNA genes indicated a minor but consistent shift in the bacterial community structure in the bioreactor R50 supplied with pharmaceuticals at a concentration of 50 μg L−1, compared to the control reactor R0, which was operated without addition of pharmaceuticals. In the reactors operated with higher concentrations of pharmaceuticals, a greater structural divergence was observed. Bacterial community composition was further investigated by preparation of two clone libraries of bacterial 16S rRNA genes from reactors R0 and R50. Most clones in both libraries belonged to the Betaproteobacteria, among which Thauera, Sphaerotilus, Ideonella and Acidovorax-related spp. dominated. Nitrite-oxidizing bacteria of the genus Nitrospira sp., which are key organisms for the second stage of nitrification in wastewater treatment plants, were found only in the clone library of the reactor without pharmaceuticals. In addition, diversity indices were calculated for the two clone libraries, indicating a reduced diversity of activated sludge bacterial community in the reactor supplied with 50 μg L−1 of each of selected pharmaceuticals.

Introduction

‘New emerging contaminants’ have recently gained much public and scientific attention and represent an important issue for environmental pollution. They are manufactured continually, applied widely and released into the environment, thus contaminating groundwater and surface water bodies; however, their burden on the environment has not been comprehensively assessed yet. Among ‘new emerging contaminants’, pharmaceuticals are particularly interesting due to their pharmacological activity and consumption at rates of tons per year (Kasprzyk-Hordern et al., 2008, Daughton and Ternes, 1999). Moreover, it is expected that their worldwide production will increase, due to developing health care systems and higher life expectancies in industrial countries. Substantial amounts of pharmaceuticals can reach the environment, either through direct discharge into the water bodies or due to the inefficient elimination in wastewater treatment plants (WWTPs). As a result, numerous pharmaceuticals have been detected in surface waters, groundwater, wastewater and even in drinking water, in concentrations ranging from ng L−1 to several μg L−1 (Carballa et al., 2008, Gómez et al., 2007, Ashton et al., 2004, Farré et al., 2001, Daughton and Ternes, 1999).

Biological wastewater treatment is one of the most important biotechnological processes, in which microorganisms play a key role in removal of organic contaminants. However, biological WWTPs are primarily designed to remove easily degradable organic substances, whereas degradation efficiency of complex organic compounds is usually less efficient. Thus, several studies have demonstrated that some pharmaceuticals are efficiently eliminated (ibuprofen, naproxen and ketoprofen), while others are resistant to biodegradation (diclofenac and clofibric acid) (Kosjek et al., 2007, Quintana et al., 2005, Ashton et al., 2004). Various removal mechanisms (e.g. sorption, biodegradation and abiotic degradation) may contribute to the total elimination of organic contaminants; yet, for polar acidic pharmaceuticals, microbial degradation is believed to be the most important removal process in activated sludge wastewater treatment (Quintana et al., 2005). A broad bacterial consortium is required to achieve the desired biological conversions and the performance of wastewater treatment largely depends on the bacterial diversity present (Saikaly et al., 2005). Therefore, a fundamental understanding of the microbial community structure and stability as well as its response to different chemicals entering the wastewater, are desirable for stable and efficient WWTP operation.

The aim of this study was to evaluate the influence of commonly used pharmaceuticals on the structure of activated sludge bacterial communities in small-scale pilot wastewater treatment reactors. The compounds involved in the study were polar acidic pharmaceuticals: four non-steroidal anti-inflammatory drugs (NSAIDs: ibuprofen, naproxen, ketoprofen, and diclofenac) and clofibric acid (CLA), an active metabolite of blood-lipid regulators. Terminal restriction fragment length polymorphism (T-RFLP) analysis of 16S rRNA gene sequences was used to characterize and compare the community structure of the bioreactors. Furthermore, to facilitate a more detailed, sequence-based identification of the bacterial species, and to investigate the effect of pharmaceuticals on bacterial community composition, two 16S rRNA gene clone libraries were constructed from the sludge samples of two bioreactors, with and without pharmaceuticals.

Section snippets

Bioreactor description and sampling of activated sludge

Bioreactors with wetted volume of 4.0 L were fed by artificial wastewater at a hydraulic retention time of 48 h and at a sludge retention time of over 100 days after acclimatization of biomass. In order to follow biomass adaptation under exposure to two different concentrations of pharmaceuticals, two reactors, R5 and R50, were operated under continuous input of high (R50, 50 μg L−1) and low (R5, 5 μg L−1) concentrations of each of the selected pharmaceuticals: ibuprofen, naproxen, ketoprofen,

Comparison of bacterial communities in the reactors by T-RFLP

The influence of pharmaceuticals on bacterial community structures in activated sludge was determined by T-RFLP analysis of 16S rRNA genes. At all three sampling times, T-RFLP profiles of the bacterial community from reactor R50 clustered separately from profiles of reactors R0 and R5. Profiles of reactors R50 and R0 were app. 82% similar, while the similarity between the replicate profiles was at least 92% based on Pearson's correlation coefficient (Fig. 1). Minor shifts were also detected in

Influence of pharmaceuticals on bacterial community structure

Wastewater treatment processes rely on the composition and activity of their microbial communities. To our knowledge, there has previously been no study addressing the influence of pharmaceutical residues in wastewater on the bacterial community structure of activated sludge. It is not known how different commonly used pharmaceuticals affect bacterial communities in activated sludge and if they influence the removal efficiency of other pollutants.

T-RFLP analysis of activated sludge in the three

Conclusions

Analyses of T-RFLP profiles and two clone libraries indicated that a mixture of pharmaceuticals containing commonly used NSAIDs and clofibric acid at concentrations of 50 μg L−1 caused shifts in the structure of activated sludge bacterial communities and reduced bacterial diversity in the reactors. The inability to detect Nitrospira in the reactor with addition of pharmaceuticals suggests an important effect on bacteria that play a key functional role in nitrogen removal from wastewater. However,

Acknowledgements

The authors acknowledge the financial support from the state budget by the Slovenian Research Agency (project No. 1000-08-210776) and EU Structural Funds for supporting the Centre of 393 Excellence in Environmental Technologies (Contract No. 3211-05-000183 and 3211-05-000184). We are grateful to Prof. J.I. Prosser for his constructive comments on the manuscript and thank Dr. Andrej Razpet for performing capillary electrophoresis.

References (38)

  • D. Ashton et al.

    Investigating the environmental transport of human pharmaceuticals to streams in the United Kingdom

    Science of the Total Environment

    (2004)
  • C.B. Blackwood et al.

    Interpreting ecological diversity indices applied to terminal restriction fragment length polymorphism data: insights from simulated microbial communities

    Applied and Environmental Microbiology

    (2007)
  • N. Boon et al.

    Bioaugmentation of activated sludge by an indigenous 3-chloroaniline-degrading Comamonas testosteroni strain, I2gfp

    Applied and Environmental Microbiology

    (2000)
  • M. Carballa et al.

    Comparison of predicted and measured concentrations of selected pharmaceuticals, fragrances and hormones in Spanish sewage

    Chemosphere

    (2008)
  • L.D. Crosby et al.

    Understanding the bias in microbial community analysis techniques due to rrn operon copy number heterogeneity

    Biotechniques

    (2003)
  • C.G. Daughton et al.

    Pharmaceuticals and personal care products on the environment: agents of subtle change?

    Environmental Health Perspectives

    (1999)
  • S.N. Dokianakis et al.

    On the effect of pharmaceuticals on bacterial nitrite oxidation

    Water Science and Technology

    (2004)
  • J. Dunbar et al.

    Phylogenetic specificity and reproducibility and new method for analysis of terminal restriction fragment profiles of 16S rRNA genes from bacterial communities

    Applied and Environmental Microbiology

    (2001)
  • C.A. Eichner et al.

    Thermal gradient gel electrophoresis analysis of bioprotection from pollutant shocks in the activated sludge microbial community

    Applied and Environmental Microbiology

    (1999)
  • M. Eschenhagen et al.

    Molecular characterization of the microbial community structure in two activated sludge systems for the advanced treatments of domestic effluents

    Water Research

    (2003)
  • M.l. Farré et al.

    Determination of drugs in surface water and wastewater samples by liquid chromatography-mass spectrometry: methods and preliminary results including toxicity studies with Vibrio fischeri

    Journal of Chromatography A

    (2001)
  • M.J. Gómez et al.

    Pilot survey monitoring pharmaceuticals and related compounds in a sewage treatment plant located on the Mediterranean coast

    Chemosphere

    (2007)
  • I.J. Good

    The population frequencies of species and the estimation of population parameters

    Biometrica

    (1953)
  • H. Heuer et al.

    Application of denaturing gradient gel electrophoresis (DGGE) and temperature gradient gel electrophoresis (TGGE) for studying soil microbial communities

  • T. Huber et al.

    Bellerophon; a program to detect chimeric sequences in multiple sequence alignments

    Bioinformatics

    (2004)
  • S. Juretschko et al.

    The microbial community composition of a nitrifying–denitrifying activated sludge from an industrial sewage treatment plant analyzed by the full-cycle rRNA approach

    Systematic and Applied Microbiology

    (2002)
  • K. Kaewpipat et al.

    Microbial population dynamics in laboratory-scale activated sludge reactors

    Water Science and Technology

    (2002)
  • B. Kasprzyk-Hordern et al.

    The occurrence of pharmaceuticals, personal care products, endocrine disruptors and illicit drugs in surface water in South Wales, UK

    Water Research

    (2008)
  • T. Kosjek et al.

    Removal of pharmaceutical residues in a pilot wastewater treatment plant

    Analytical and Bioanalytical Chemistry

    (2007)
  • Cited by (137)

    • Wastewater-based epidemiology through pharmaceuticals as biochemical markers and associated challenges

      2023, Wastewater-Based Epidemiology for the Assessment of Human Exposure to Environmental Pollutants
    View all citing articles on Scopus
    View full text