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Do initial concentration and activated sludge seasonality affect pharmaceutical biotransformation rate constants?

ABSTRACT: Pharmaceuticals find their way to the aquatic environment via wastewater treatment plants (WWTPs). Biotransformation plays an important role in mitigating environmental risks; however, a mechanistic understanding of involved processes is limited. The aim of this study was to evaluate poten...

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Autores principales: van Bergen, Tamara J. H. M., Rios-Miguel, Ana B., Nolte, Tom M., Ragas, Ad M. J., van Zelm, Rosalie, Graumans, Martien, Scheepers, Paul T. J., Jetten, Mike S. M., Hendriks, A. Jan, Welte, Cornelia U.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Berlin Heidelberg 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8403117/
https://www.ncbi.nlm.nih.gov/pubmed/34423412
http://dx.doi.org/10.1007/s00253-021-11475-9
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author van Bergen, Tamara J. H. M.
Rios-Miguel, Ana B.
Nolte, Tom M.
Ragas, Ad M. J.
van Zelm, Rosalie
Graumans, Martien
Scheepers, Paul T. J.
Jetten, Mike S. M.
Hendriks, A. Jan
Welte, Cornelia U.
author_facet van Bergen, Tamara J. H. M.
Rios-Miguel, Ana B.
Nolte, Tom M.
Ragas, Ad M. J.
van Zelm, Rosalie
Graumans, Martien
Scheepers, Paul T. J.
Jetten, Mike S. M.
Hendriks, A. Jan
Welte, Cornelia U.
author_sort van Bergen, Tamara J. H. M.
collection PubMed
description ABSTRACT: Pharmaceuticals find their way to the aquatic environment via wastewater treatment plants (WWTPs). Biotransformation plays an important role in mitigating environmental risks; however, a mechanistic understanding of involved processes is limited. The aim of this study was to evaluate potential relationships between first-order biotransformation rate constants (k(b)) of nine pharmaceuticals and initial concentration of the selected compounds, and sampling season of the used activated sludge inocula. Four-day bottle experiments were performed with activated sludge from WWTP Groesbeek (The Netherlands) of two different seasons, summer and winter, spiked with two environmentally relevant concentrations (3 and 30 nM) of pharmaceuticals. Concentrations of the compounds were measured by LC–MS/MS, microbial community composition was assessed by 16S rRNA gene amplicon sequencing, and k(b) values were calculated. The biodegradable pharmaceuticals were acetaminophen, metformin, metoprolol, terbutaline, and phenazone (ranked from high to low biotransformation rates). Carbamazepine, diatrizoic acid, diclofenac, and fluoxetine were not converted. Summer and winter inocula did not show significant differences in microbial community composition, but resulted in a slightly different k(b) for some pharmaceuticals. Likely microbial activity was responsible instead of community composition. In the same inoculum, different k(b) values were measured, depending on initial concentration. In general, biodegradable compounds had a higher k(b) when the initial concentration was higher. This demonstrates that Michealis-Menten kinetic theory has shortcomings for some pharmaceuticals at low, environmentally relevant concentrations and that the pharmaceutical concentration should be taken into account when measuring the k(b) in order to reliably predict the fate of pharmaceuticals in the WWTP. KEY POINTS: • Biotransformation and sorption of pharmaceuticals were assessed in activated sludge. • Higher initial concentrations resulted in higher biotransformation rate constants for biodegradable pharmaceuticals. • Summer and winter inocula produced slightly different biotransformation rate constants although microbial community composition did not significantly change. GRAPHICAL ABSTRACT: [Image: see text] SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s00253-021-11475-9.
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spelling pubmed-84031172021-09-15 Do initial concentration and activated sludge seasonality affect pharmaceutical biotransformation rate constants? van Bergen, Tamara J. H. M. Rios-Miguel, Ana B. Nolte, Tom M. Ragas, Ad M. J. van Zelm, Rosalie Graumans, Martien Scheepers, Paul T. J. Jetten, Mike S. M. Hendriks, A. Jan Welte, Cornelia U. Appl Microbiol Biotechnol Environmental Biotechnology ABSTRACT: Pharmaceuticals find their way to the aquatic environment via wastewater treatment plants (WWTPs). Biotransformation plays an important role in mitigating environmental risks; however, a mechanistic understanding of involved processes is limited. The aim of this study was to evaluate potential relationships between first-order biotransformation rate constants (k(b)) of nine pharmaceuticals and initial concentration of the selected compounds, and sampling season of the used activated sludge inocula. Four-day bottle experiments were performed with activated sludge from WWTP Groesbeek (The Netherlands) of two different seasons, summer and winter, spiked with two environmentally relevant concentrations (3 and 30 nM) of pharmaceuticals. Concentrations of the compounds were measured by LC–MS/MS, microbial community composition was assessed by 16S rRNA gene amplicon sequencing, and k(b) values were calculated. The biodegradable pharmaceuticals were acetaminophen, metformin, metoprolol, terbutaline, and phenazone (ranked from high to low biotransformation rates). Carbamazepine, diatrizoic acid, diclofenac, and fluoxetine were not converted. Summer and winter inocula did not show significant differences in microbial community composition, but resulted in a slightly different k(b) for some pharmaceuticals. Likely microbial activity was responsible instead of community composition. In the same inoculum, different k(b) values were measured, depending on initial concentration. In general, biodegradable compounds had a higher k(b) when the initial concentration was higher. This demonstrates that Michealis-Menten kinetic theory has shortcomings for some pharmaceuticals at low, environmentally relevant concentrations and that the pharmaceutical concentration should be taken into account when measuring the k(b) in order to reliably predict the fate of pharmaceuticals in the WWTP. KEY POINTS: • Biotransformation and sorption of pharmaceuticals were assessed in activated sludge. • Higher initial concentrations resulted in higher biotransformation rate constants for biodegradable pharmaceuticals. • Summer and winter inocula produced slightly different biotransformation rate constants although microbial community composition did not significantly change. GRAPHICAL ABSTRACT: [Image: see text] SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s00253-021-11475-9. Springer Berlin Heidelberg 2021-08-23 2021 /pmc/articles/PMC8403117/ /pubmed/34423412 http://dx.doi.org/10.1007/s00253-021-11475-9 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Environmental Biotechnology
van Bergen, Tamara J. H. M.
Rios-Miguel, Ana B.
Nolte, Tom M.
Ragas, Ad M. J.
van Zelm, Rosalie
Graumans, Martien
Scheepers, Paul T. J.
Jetten, Mike S. M.
Hendriks, A. Jan
Welte, Cornelia U.
Do initial concentration and activated sludge seasonality affect pharmaceutical biotransformation rate constants?
title Do initial concentration and activated sludge seasonality affect pharmaceutical biotransformation rate constants?
title_full Do initial concentration and activated sludge seasonality affect pharmaceutical biotransformation rate constants?
title_fullStr Do initial concentration and activated sludge seasonality affect pharmaceutical biotransformation rate constants?
title_full_unstemmed Do initial concentration and activated sludge seasonality affect pharmaceutical biotransformation rate constants?
title_short Do initial concentration and activated sludge seasonality affect pharmaceutical biotransformation rate constants?
title_sort do initial concentration and activated sludge seasonality affect pharmaceutical biotransformation rate constants?
topic Environmental Biotechnology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8403117/
https://www.ncbi.nlm.nih.gov/pubmed/34423412
http://dx.doi.org/10.1007/s00253-021-11475-9
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