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Sheikholeslami MN, Gómez-Canela C, Barron LP, Barata C, Vosough M, Tauler R. Untargeted metabolomics changes on Gammarus pulex induced by propranolol, triclosan, and nimesulide pharmaceutical drugs. CHEMOSPHERE 2020; 260:127479. [PMID: 32758777 DOI: 10.1016/j.chemosphere.2020.127479] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/10/2020] [Revised: 06/19/2020] [Accepted: 06/21/2020] [Indexed: 06/11/2023]
Abstract
The presence of pharmaceuticals and personal care products (PPCPs) in natural water resources due to incomplete removal in Wastewater Treatment Plants (WWTPs) is a serious environmental concern at present. In this work, the effects of three pharmaceuticals (propranolol, triclosan, and nimesulide) on Gammarus pulex metabolic profiles at different doses and times of exposure have been investigated by liquid chromatography coupled to high-resolution mass spectrometry (LC-HRMS). The complex data sets generated in the different exposure experiments were analyzed with the ROIMCR procedure, based on the selection of the MS regions of interest (ROI) data and on their analysis by the Multivariate Curve-Resolution Alternating Least Squares (MCR-ALS) chemometrics method. This approach, allowed the resolution and identification of the metabolites present in the analyzed samples, as well as the estimation of their concentration changes due to the exposure experiments. ANOVA Simultaneous Component Analysis (ASCA) and Partial Least Squares Discriminant Analysis (PLS-DA) were then conducted to assess the changes in the concentration of the metabolites for the three pharmaceuticals at the different conditions of exposure. The three tested pharmaceuticals changed the concentrations of metabolites, which were related to different KEGG functional classes. These changes summarize the biochemical response of Gammarus pulex to the exposure by the three investigated pharmaceuticals. Possible pathway alterations related to protein synthesis and oxidative stress were observed in the concentration of identified metabolites.
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Affiliation(s)
- Mahsa N Sheikholeslami
- Department of Clean Technologies, Chemistry and Chemical Engineering Research Center of Iran, P.O. Box 14335-186, Tehran, Iran; Department of Environmental Chemistry, IDAEA-CSIC, Jordi Girona 18-26, 08034, Barcelona, Catalonia, Spain.
| | - Cristian Gómez-Canela
- Department of Analytical Chemistry and Applied (Chromatography Section), School of Engineering, Institut Químic de Sarrià-Universitat Ramon Llull, Via Agusta 390, 08017, Barcelona, Spain.
| | - Leon P Barron
- Dept. Analytical, Environmental & Forensic Sciences, Faculty of Life Sciences and Medicine, King's College London, 150 Stamford Street, London, SE1 9NH, UK; Environmental Research Group, School of Public Health, Faculty of Medicine, Imperial College London, UK.
| | - Carlos Barata
- Department of Environmental Chemistry, IDAEA-CSIC, Jordi Girona 18-26, 08034, Barcelona, Catalonia, Spain.
| | - Maryam Vosough
- Department of Clean Technologies, Chemistry and Chemical Engineering Research Center of Iran, P.O. Box 14335-186, Tehran, Iran.
| | - Roma Tauler
- Department of Environmental Chemistry, IDAEA-CSIC, Jordi Girona 18-26, 08034, Barcelona, Catalonia, Spain.
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Gómez-Canela C, Miller TH, Bury NR, Tauler R, Barron LP. Targeted metabolomics of Gammarus pulex following controlled exposures to selected pharmaceuticals in water. THE SCIENCE OF THE TOTAL ENVIRONMENT 2016; 562:777-788. [PMID: 27110989 PMCID: PMC4912218 DOI: 10.1016/j.scitotenv.2016.03.181] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/30/2015] [Revised: 03/24/2016] [Accepted: 03/24/2016] [Indexed: 05/04/2023]
Abstract
The effects of pharmaceuticals and personal care products (PPCPs) on aquatic organisms represent a significant current concern. Herein, a targeted metabolomics approach using liquid chromatography-high resolution mass spectrometry (LC-HRMS) is presented to characterise concentration changes in 29 selected metabolites following exposures of aquatic invertebrates, Gammarus pulex, to pharmaceuticals. Method performance revealed excellent linearity (R(2)>0.99), precision (0.1-19%) and lower instrumental limits of detection (0.002-0.20ng) for all metabolites studied. Three pharmaceuticals were selected representing the low, middle and high range of measured acute measured toxicities (of a total of 26 compounds). Gammarids were exposed to both the no-observed-adverse-effect-level (NOAEL) and the lowest-observed-adverse-effect-level (LOAEL) of triclosan (0.1 and 0.3mgL(-1)), nimesulide (0.5 and 1.4mgL(-1)) and propranolol (100 and 153mgL(-1)) over 24h. Quantitative metabolite profiling was then performed. Significant changes in metabolite concentrations relative to controls are presented and display distinct clustered trends for each pharmaceutical. Approximately 37% (triclosan), 33% (nimesulide) and 46% (propranolol) of metabolites showed statistically significant time-related effects. Observed changes are also discussed with respect to internal concentrations of the three pharmaceuticals measured using a method based on pulverised liquid extraction, solid phase extraction and LC-MS/MS. Potential metabolic pathways that may be affected by such exposures are also discussed. This represents the first study focussing on quantitative, targeted metabolomics of this lower trophic level benthic invertebrate that may elucidate biomarkers for future risk assessment.
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Affiliation(s)
- Cristian Gómez-Canela
- Department of Environmental Chemistry, IDAEA-CSIC, Jordi Girona 18-26, 08034 Barcelona, Catalonia, Spain; Analytical & Environmental Sciences Division, Faculty of Life Sciences and Medicine, King's College London, 150 Stamford Street, London SE1 9NH, UK.
| | - Thomas H Miller
- Analytical & Environmental Sciences Division, Faculty of Life Sciences and Medicine, King's College London, 150 Stamford Street, London SE1 9NH, UK
| | - Nicolas R Bury
- Diabetes and Nutritional Sciences, Faculty of Life Sciences and Medicine, King's College London, 150 Stamford Street, London SE1 9NH, UK
| | - Romà Tauler
- Department of Environmental Chemistry, IDAEA-CSIC, Jordi Girona 18-26, 08034 Barcelona, Catalonia, Spain
| | - Leon P Barron
- Analytical & Environmental Sciences Division, Faculty of Life Sciences and Medicine, King's College London, 150 Stamford Street, London SE1 9NH, UK
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Hadji R, Urien N, Uher E, Fechner LC, Lebrun JD. Contribution of aqueous and dietary uptakes to lead (Pb) bioaccumulation in Gammarus pulex: From multipathway modeling to in situ validation. ECOTOXICOLOGY AND ENVIRONMENTAL SAFETY 2016; 129:257-263. [PMID: 27057993 DOI: 10.1016/j.ecoenv.2016.03.033] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/01/2015] [Revised: 03/22/2016] [Accepted: 03/25/2016] [Indexed: 06/05/2023]
Abstract
Although dynamic approaches are nowadays used increasingly to describe metal bioaccumulation in aquatic organisms, the validation of such laboratory-derived modeling is rarely assessed under environmental conditions. Furthermore, information on bioaccumulation kinetics of Pb and the significance of its uptake by dietary route is scarce in freshwater species. This study aims at modeling aqueous and dietary uptakes of Pb in the litter-degrader Gammarus pulex and assessing the predictive quality of multipathway modeling from in situ bioaccumulation data. In microcosms, G. pulex were exposed to environmentally realistic concentrations of Pb (from 0.1 to 10µg/L) in the presence of Pb-contaminated poplar leaves, which were enclosed or not in a net to distinguish aqueous and dietary uptakes. Results show that water and food both constitute contamination sources for gammarids. Establishing biodynamic parameters involved in Pb aqueous and dietary uptake and elimination rates enabled to construct a multipathway model to describe Pb bioaccumulation in gammarids. This laboratory-derived model successfully predicted bioaccumulation measured in native populations of G. pulex collected in situ when local litter was used as dietary exposure source. This study demonstrates not only the suitable applicability of biodynamic parameters for predicting Pb bioaccumulation but also the necessity of taking dietary uptake into account for a better interpretation of the gammarids' contamination in natural conditions.
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Affiliation(s)
- Rym Hadji
- Irstea, UR HBAN - Ecotoxicology, CS 10030, 92761 Antony, France
| | - Nastassia Urien
- Irstea, UR HBAN - Ecotoxicology, CS 10030, 92761 Antony, France; Federation of Research FIRE, FR-3020, 75005 Paris, France
| | - Emmanuelle Uher
- Irstea, UR HBAN - Ecotoxicology, CS 10030, 92761 Antony, France; Federation of Research FIRE, FR-3020, 75005 Paris, France
| | - Lise C Fechner
- Irstea, UR HBAN - Ecotoxicology, CS 10030, 92761 Antony, France; Federation of Research FIRE, FR-3020, 75005 Paris, France; AgroParisTech, 75005 Paris, France
| | - Jérémie D Lebrun
- Irstea, UR HBAN - Ecotoxicology, CS 10030, 92761 Antony, France; Federation of Research FIRE, FR-3020, 75005 Paris, France.
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Urien N, Lebrun JD, Fechner LC, Uher E, François A, Quéau H, Coquery M, Chaumot A, Geffard O. Environmental relevance of laboratory-derived kinetic models to predict trace metal bioaccumulation in gammarids: Field experimentation at a large spatial scale (France). WATER RESEARCH 2016; 95:330-339. [PMID: 27016643 DOI: 10.1016/j.watres.2016.03.023] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/02/2015] [Revised: 03/03/2016] [Accepted: 03/09/2016] [Indexed: 06/05/2023]
Abstract
Kinetic models have become established tools for describing trace metal bioaccumulation in aquatic organisms and offer a promising approach for linking water contamination to trace metal bioaccumulation in biota. Nevertheless, models are based on laboratory-derived kinetic parameters, and the question of their relevance to predict trace metal bioaccumulation in the field is poorly addressed. In the present study, we propose to assess the capacity of kinetic models to predict trace metal bioaccumulation in gammarids in the field at a wide spatial scale. The field validation consisted of measuring dissolved Cd, Cu, Ni and Pb concentrations in the water column at 141 sites in France, running the models with laboratory-derived kinetic parameters, and comparing model predictions and measurements of trace metal concentrations in gammarids caged for 7 days to the same sites. We observed that gammarids poorly accumulated Cu showing the limited relevance of that species to monitor Cu contamination. Therefore, Cu was not considered for model predictions. In contrast, gammarids significantly accumulated Pb, Cd, and Ni over a wide range of exposure concentrations. These results highlight the relevance of using gammarids for active biomonitoring to detect spatial trends of bioavailable Pb, Cd, and Ni contamination in freshwaters. The best agreements between model predictions and field measurements were observed for Cd with 71% of good estimations (i.e. field measurements were predicted within a factor of two), which highlighted the potential for kinetic models to link Cd contamination to bioaccumulation in the field. The poorest agreements were observed for Ni and Pb (39% and 48% of good estimations, respectively). However, models developed for Ni, Pb, and to a lesser extent for Cd, globally underestimated bioaccumulation in caged gammarids. These results showed that the link between trace metal concentration in water and in biota remains complex, and underlined the limits of these models, in their present form, to assess trace metal bioavailability in the field. We suggest that to improve model predictions, kinetic models need to be complemented, particularly by further assessing the influence of abiotic factors on trace metal uptake, and the relative contribution of the trophic route in the contamination of gammarids.
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Affiliation(s)
- N Urien
- Irstea, UR HBAN Hydrosystems and Bioprocesses, 1 rue Pierre-Gilles de Gennes, F-92761 Antony Cedex, France; FIRE FR-3020, 4 place Jussieu, 75005 Paris, France.
| | - J D Lebrun
- Irstea, UR HBAN Hydrosystems and Bioprocesses, 1 rue Pierre-Gilles de Gennes, F-92761 Antony Cedex, France; FIRE FR-3020, 4 place Jussieu, 75005 Paris, France
| | - L C Fechner
- Irstea, UR HBAN Hydrosystems and Bioprocesses, 1 rue Pierre-Gilles de Gennes, F-92761 Antony Cedex, France; FIRE FR-3020, 4 place Jussieu, 75005 Paris, France; AgroParisTech, 19 Avenue du Maine, F-75732 Paris Cedex 15, France
| | - E Uher
- Irstea, UR HBAN Hydrosystems and Bioprocesses, 1 rue Pierre-Gilles de Gennes, F-92761 Antony Cedex, France
| | - A François
- Irstea, UR MAEP Freshwater Systems, Ecology and Pollution, F-69626 Villeurbanne Cedex, France
| | - H Quéau
- Irstea, UR MAEP Freshwater Systems, Ecology and Pollution, F-69626 Villeurbanne Cedex, France
| | - M Coquery
- Irstea, UR MAEP Freshwater Systems, Ecology and Pollution, F-69626 Villeurbanne Cedex, France
| | - A Chaumot
- Irstea, UR MAEP Freshwater Systems, Ecology and Pollution, F-69626 Villeurbanne Cedex, France
| | - O Geffard
- Irstea, UR MAEP Freshwater Systems, Ecology and Pollution, F-69626 Villeurbanne Cedex, France
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Urien N, Uher E, Billoir E, Geffard O, Fechner LC, Lebrun JD. A biodynamic model predicting waterborne lead bioaccumulation in Gammarus pulex: Influence of water chemistry and in situ validation. ENVIRONMENTAL POLLUTION (BARKING, ESSEX : 1987) 2015; 203:22-30. [PMID: 25845358 DOI: 10.1016/j.envpol.2015.03.045] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/08/2014] [Revised: 03/23/2015] [Accepted: 03/25/2015] [Indexed: 06/04/2023]
Abstract
Metals bioaccumulated in aquatic organisms are considered to be a good indicator of bioavailable metal contamination levels in freshwaters. However, bioaccumulation depends on the metal, the species, and the water chemistry that influences metal bioavailability. In the laboratory, a kinetic model was used to describe waterborne Pb bioaccumulated in Gammarus pulex. Uptake and elimination rate constants were successfully determined and the effect of Ca(2+) on Pb uptake was integrated into the model. Thereafter, accumulated Pb concentrations in organisms were predicted with the model and compared with those measured in native populations from the Seine watershed (France). The predictions had a good agreement with the bioaccumulation levels observed in native gammarids and particularly when the effect of calcium was considered. To conclude, kinetic parameters experimentally derived for Pb in G. pulex are applicable in environmental conditions. Moreover, the consideration of the water's chemistry is crucial for a reliable interpretation of bioaccumulation.
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Affiliation(s)
- N Urien
- Irstea, UR HBAN - Ecotoxicology, 1 rue Pierre-Gilles de Gennes, CS 10030, F-92761 Antony Cedex, France; FIRE FR-3020, 4 place Jussieu, 75005 Paris, France.
| | - E Uher
- Irstea, UR HBAN - Ecotoxicology, 1 rue Pierre-Gilles de Gennes, CS 10030, F-92761 Antony Cedex, France
| | - E Billoir
- Université de Lorraine, CNRS UMR 7360, Laboratoire Interdisciplinaire des Environnements Continentaux (LIEC), Metz, France
| | - O Geffard
- Irstea, UR MAEP, Freshwater Systems, Ecology and Pollution, 5 rue de la Doua, CS 70077, F-69626 Villeurbanne Cedex, France
| | - L C Fechner
- Irstea, UR HBAN - Ecotoxicology, 1 rue Pierre-Gilles de Gennes, CS 10030, F-92761 Antony Cedex, France; FIRE FR-3020, 4 place Jussieu, 75005 Paris, France; AgroParisTech, 19 Avenue du Maine, F-75732 Paris Cedex 15, France
| | - J D Lebrun
- Irstea, UR HBAN - Ecotoxicology, 1 rue Pierre-Gilles de Gennes, CS 10030, F-92761 Antony Cedex, France; FIRE FR-3020, 4 place Jussieu, 75005 Paris, France
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