1
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Bade R, van Herwerden D, Rousis N, Adhikari S, Allen D, Baduel C, Bijlsma L, Boogaerts T, Burgard D, Chappell A, Driver EM, Sodre FF, Fatta-Kassinos D, Gracia-Lor E, Gracia-Marín E, Halden RU, Heath E, Jaunay E, Krotulski A, Lai FY, Löve ASC, O'Brien JW, Oh JE, Pasin D, Castro MP, Psichoudaki M, Salgueiro-Gonzalez N, Gomes CS, Subedi B, Thomas KV, Thomaidis N, Wang D, Yargeau V, Samanipour S, Mueller J. Workflow to facilitate the detection of new psychoactive substances and drugs of abuse in influent urban wastewater. J Hazard Mater 2024; 469:133955. [PMID: 38457976 DOI: 10.1016/j.jhazmat.2024.133955] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/19/2023] [Revised: 02/22/2024] [Accepted: 03/03/2024] [Indexed: 03/10/2024]
Abstract
The complexity around the dynamic markets for new psychoactive substances (NPS) forces researchers to develop and apply innovative analytical strategies to detect and identify them in influent urban wastewater. In this work a comprehensive suspect screening workflow following liquid chromatography - high resolution mass spectrometry analysis was established utilising the open-source InSpectra data processing platform and the HighResNPS library. In total, 278 urban influent wastewater samples from 47 sites in 16 countries were collected to investigate the presence of NPS and other drugs of abuse. A total of 50 compounds were detected in samples from at least one site. Most compounds found were prescription drugs such as gabapentin (detection frequency 79%), codeine (40%) and pregabalin (15%). However, cocaine was the most found illicit drug (83%), in all countries where samples were collected apart from the Republic of Korea and China. Eight NPS were also identified with this protocol: 3-methylmethcathinone 11%), eutylone (6%), etizolam (2%), 3-chloromethcathinone (4%), mitragynine (6%), phenibut (2%), 25I-NBOH (2%) and trimethoxyamphetamine (2%). The latter three have not previously been reported in municipal wastewater samples. The workflow employed allowed the prioritisation of features to be further investigated, reducing processing time and gaining in confidence in their identification.
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Affiliation(s)
- Richard Bade
- Queensland Alliance for Environmental Health Sciences (QAEHS), The University of Queensland, 20 Cornwall Street, Woolloongabba, Queensland 4102, Australia.
| | - Denice van Herwerden
- Van't Hoff Institute for Molecular Sciences (HIMS), University of Amsterdam, the Netherlands
| | - Nikolaos Rousis
- Queensland Alliance for Environmental Health Sciences (QAEHS), The University of Queensland, 20 Cornwall Street, Woolloongabba, Queensland 4102, Australia
| | - Sangeet Adhikari
- School of Sustainable Engineering and Built Environment, Arizona State University, Tempe, AZ 85281, United States; Biodesign Center for Environmental Health Engineering, Biodesign Institute, Arizona State University, 1001 S. McAllister Ave., Tempe, AZ 85281, United States
| | - Darren Allen
- Royal Brisbane and Women's Hospital, Herston, QLD 4029, Australia
| | - Christine Baduel
- Université Grenoble Alpes, CNRS, IRD, Grenoble INP, Institute of Environmental Geosciences (IGE), Grenoble, France
| | - Lubertus Bijlsma
- Environmental and Public Health Analytical Chemistry, Research Institute for Pesticides and Water, University Jaume I, Avda, Sos Baynat s/n, E-12071 Castellón, Spain
| | - Tim Boogaerts
- Toxicological Centre, Department of Pharmaceutical Sciences, University of Antwerp, 2610 Wilrijk, Belgium
| | - Dan Burgard
- Department of Chemistry and Biochemistry, University of Puget Sound, Tacoma, WA 98416, United States
| | - Andrew Chappell
- Institute of Environmental Science and Research Limited (ESR), Christchurch Science Centre, 27 Creyke Road, Ilam, Christchurch 8041, New Zealand
| | - Erin M Driver
- Biodesign Center for Environmental Health Engineering, Biodesign Institute, Arizona State University, 1001 S. McAllister Ave., Tempe, AZ 85281, United States
| | | | - Despo Fatta-Kassinos
- Nireas-International Water Research Centre and Department of Civil and Environmental Engineering, University of Cyprus, P.O. Box 20537, 1678 Nicosia, Cyprus
| | - Emma Gracia-Lor
- Department of Analytical Chemistry, Faculty of Chemistry, Complutense University of Madrid, Avenida Complutense s/n, 28040 Madrid, Spain
| | - Elisa Gracia-Marín
- Environmental and Public Health Analytical Chemistry, Research Institute for Pesticides and Water, University Jaume I, Avda, Sos Baynat s/n, E-12071 Castellón, Spain
| | - Rolf U Halden
- School of Sustainable Engineering and Built Environment, Arizona State University, Tempe, AZ 85281, United States; Biodesign Center for Environmental Health Engineering, Biodesign Institute, Arizona State University, 1001 S. McAllister Ave., Tempe, AZ 85281, United States; OneWaterOneHealth, Arizona State University Foundation, 1001 S. McAllister Avenue, Tempe, AZ 85287-8101, United States
| | - Ester Heath
- Jožef Stefan Institute and International Postgraduate School Jožef Stefan, Jamova 39, 1000 Ljubljana, Slovenia
| | - Emma Jaunay
- Health and Biomedical Innovation, UniSA: Clinical and Health Sciences, University of South Australia, Adelaide 5001, South Australia, Australia
| | - Alex Krotulski
- Center for Forensic Science Research and Education, Fredric Rieders Family Foundation, Willow Grove, PA 19090, United States
| | - Foon Yin Lai
- Department of Aquatic Sciences and Assessment, Swedish University of Agricultural Sciences (SLU), SE-75007 Uppsala, Sweden
| | - Arndís Sue Ching Löve
- University of Iceland, Department of Pharmacology and Toxicology, Hofsvallagata 53, 107 Reykjavik, Iceland; University of Iceland, Faculty of Pharmaceutical Sciences, Hofsvallagata 53, 107 Reykjavik, Iceland
| | - Jake W O'Brien
- Queensland Alliance for Environmental Health Sciences (QAEHS), The University of Queensland, 20 Cornwall Street, Woolloongabba, Queensland 4102, Australia; Van't Hoff Institute for Molecular Sciences (HIMS), University of Amsterdam, the Netherlands
| | - Jeong-Eun Oh
- Department of Civil and Environmental Engineering, Pusan National University, Jangjeon-dong, Geumjeong-gu, Busan 46241, Republic of Korea
| | - Daniel Pasin
- Forensic Laboratory Division, San Francisco Office of the Chief Medical Examiner, 1 Newhall St, San Francisco, CA 94124, United States
| | | | - Magda Psichoudaki
- Nireas-International Water Research Centre and Department of Civil and Environmental Engineering, University of Cyprus, P.O. Box 20537, 1678 Nicosia, Cyprus
| | - Noelia Salgueiro-Gonzalez
- Istituto di Ricerche Farmacologiche Mario Negri IRCCS, Department of Environmental Health Sciences, Via Mario Negri 2, 20156 Milan, Italy
| | | | - Bikram Subedi
- Department of Chemistry, Murray State University, Murray, KY 42071-3300, United States
| | - Kevin V Thomas
- Queensland Alliance for Environmental Health Sciences (QAEHS), The University of Queensland, 20 Cornwall Street, Woolloongabba, Queensland 4102, Australia
| | - Nikolaos Thomaidis
- Laboratory of Analytical Chemistry, Department of Chemistry, National and Kapodistrian University of Athens, Panepistimiopolis Zografou, 15771 Athens, Greece
| | - Degao Wang
- College of Environmental Science and Engineering, Dalian Maritime University, No. 1 Linghai Road, Dalian 116026, PR China
| | - Viviane Yargeau
- Department of Chemical Engineering, McGill University, Montreal, QC, Canada
| | - Saer Samanipour
- Van't Hoff Institute for Molecular Sciences (HIMS), University of Amsterdam, the Netherlands; UvA Data Science Center, University of Amsterdam, the Netherlands
| | - Jochen Mueller
- Queensland Alliance for Environmental Health Sciences (QAEHS), The University of Queensland, 20 Cornwall Street, Woolloongabba, Queensland 4102, Australia
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Salgueiro-Gonzalez N, Béen F, Bijlsma L, Boogaerts T, Covaci A, Baz-Lomba JA, Kasprzyk-Hordern B, Matias J, Ort C, Bodík I, Heath E, Styszko K, Emke E, Hernández F, van Nuijs ALN, Castiglioni S. Influent wastewater analysis to investigate emerging trends of new psychoactive substances use in Europe. Water Res 2024; 254:121390. [PMID: 38430760 DOI: 10.1016/j.watres.2024.121390] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/14/2023] [Revised: 02/08/2024] [Accepted: 02/26/2024] [Indexed: 03/05/2024]
Abstract
Wastewater-based epidemiology (WBE) can provide objective and timely information on the use of new psychoactive substances (NPS), originally designed as legal alternatives of internationally controlled drugs. NPS have rapidly emerged on the global drug market, posing a challenge to drug policy and constituting a risk to public health. In this study, a WBE approach was applied to monitor the use of more than 300 NPS, together with fentanyl and its main metabolite norfentanyl, in influent wastewater collected from 12 European cities during March-June 2021. Quantitative and qualitative analysis of NPS in composite 24 h influent wastewater samples were based on solid phase extraction and liquid chromatography-mass spectrometry. In-sample stability tests demonstrated the suitability of most investigated biomarkers, except for a few synthetic opioids, synthetic cannabinoids and phenetylamines. Fentanyl, norfentanyl and eight NPS were quantified in influent wastewater and at least three substances were found in each city, demonstrating their use in Europe. N,N-dimethyltryptamine and 3-methylmethcathinone (3-MMC) were the most common NPS found, with the latter having the highest mass loads (up to 24.8 mg/day/1000 inhabitants). Seven additional substances, belonging to five categories of NPS, were identified in different cities. Spatial trends of NPS use were observed between cities and countries, and a changing weekly profile of use was observed for 3-MMC. WBE is a useful tool to rapidly evaluate emerging trends of NPS use, complementing common indicators (i.e. population surveys, seizures) and helping to establish measures for public health protection.
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Affiliation(s)
- Noelia Salgueiro-Gonzalez
- Department of Environmental Health Science, Istituto di Ricerche Farmacologiche Mario Negri - IRCCS, Milan, Italy.
| | - Frederic Béen
- KWR Water Research Institute, Nieuwegein, the Netherlands; Chemistry for Environment and Health, Amsterdam Institute for Life and Environment (A-LIFE), Vrije Universiteit Amsterdam, the Netherlands
| | - Lubertus Bijlsma
- Environmental and Public Health Analytical Chemistry, Research Institute for Pesticides and Water, University Jaume I, Castellón, Spain
| | - Tim Boogaerts
- Toxicological Center, University of Antwerp, Antwerp, Belgium
| | - Adrian Covaci
- Toxicological Center, University of Antwerp, Antwerp, Belgium
| | - Jose Antonio Baz-Lomba
- Department of Infection Control and Preparedness, Norwegian Institute of Public Health, Oslo, Norway; Department of Environmental Chemistry, Norwegian Institute for Water Research, Gaustadalleen 21, Oslo N-0349, Norway
| | | | - João Matias
- European Monitoring Centre for Drugs and Drug Addiction, Lisbon, Portugal
| | - Christoph Ort
- Eawag, Urban Water Management, Swiss Federal Institute of Aquatic Science and Technology, Dübendorf, Switzerland
| | - Igor Bodík
- Institute of Chemical and Environmental Engineering, Slovak University of Technology, Bratislava, Slovakia
| | - Ester Heath
- Department of Environmental Sciences, Jožef Stefan Institute, Ljubljana, Slovenia; International Postgraduate School Jožef Stefan, Ljubljana, Slovenia
| | | | - Erik Emke
- KWR Water Research Institute, Nieuwegein, the Netherlands
| | - Félix Hernández
- Environmental and Public Health Analytical Chemistry, Research Institute for Pesticides and Water, University Jaume I, Castellón, Spain
| | | | - Sara Castiglioni
- Department of Environmental Health Science, Istituto di Ricerche Farmacologiche Mario Negri - IRCCS, Milan, Italy
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Laimou-Geraniou M, Quireyns M, Boogaerts T, Van Wichelen N, Heath D, van Nuijs ALN, Covaci A, Heath E. Retrospective spatiotemporal study of antidepressants in Slovenian wastewaters. Sci Total Environ 2023; 903:166586. [PMID: 37640073 DOI: 10.1016/j.scitotenv.2023.166586] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/12/2023] [Revised: 08/23/2023] [Accepted: 08/24/2023] [Indexed: 08/31/2023]
Abstract
This study utilizes wastewater-based epidemiology (WBE) to evaluate spatiotemporal changes in the consumption of antidepressants before and during the COVID-19 pandemic in Slovenia. Composite 24-h influent wastewater samples (n = 210) were collected from six wastewater treatment plants between summer 2019 and spring 2021. The samples were extracted using 96-well solid-phase extraction and analysed by liquid chromatography-tandem mass spectrometry. The measured concentrations of target antidepressant biomarkers were then converted to population-normalised mass loads (PNMLs), taking into account flow rate and catchment population. Ten biomarkers, including amitriptyline, bupropion, bupropion-OH, citalopram, norcitalopram, normirtazapine, venlafaxine, O-desmethylvenlafaxine, trazodone, and moclobemide, were above the lower limit of quantification and were included in the spatiotemporal temporal assessment. The highest PNMLs were detected for O-desmethylvenlafaxine (mean ± SD: 82.1 ± 21.2 mg/day/1000 inhabitants) and venlafaxine (38.0 ± 10.6 mg/day/1000 inhabitants), followed by citalopram (27.0 ± 10.7 mg/day/1000 inhabitants). In addition, the mean metabolite/parent compound ratios were comparable with other WBE studies indicating consumption rather than direct disposal. Overall, the results indicated significant spatiotemporal variations depending on the location, and the PNMLs of most biomarkers increased during the first wave of the COVID-19 pandemic (spring of 2020). However, no clear spatial patterns were revealed related to the pandemic.
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Affiliation(s)
- Maria Laimou-Geraniou
- Jožef Stefan Institute, Jamova 39, 1000 Ljubljana, Slovenia; Jožef Stefan International Postgraduate School, Jamova 39, 1000 Ljubljana, Slovenia
| | - Maarten Quireyns
- Toxicological Centre, University of Antwerp, Universiteitsplein 1, 2610 Wilrijk, Belgium
| | - Tim Boogaerts
- Toxicological Centre, University of Antwerp, Universiteitsplein 1, 2610 Wilrijk, Belgium
| | - Natan Van Wichelen
- Toxicological Centre, University of Antwerp, Universiteitsplein 1, 2610 Wilrijk, Belgium
| | - David Heath
- Jožef Stefan Institute, Jamova 39, 1000 Ljubljana, Slovenia
| | | | - Adrian Covaci
- Toxicological Centre, University of Antwerp, Universiteitsplein 1, 2610 Wilrijk, Belgium
| | - Ester Heath
- Jožef Stefan Institute, Jamova 39, 1000 Ljubljana, Slovenia; Jožef Stefan International Postgraduate School, Jamova 39, 1000 Ljubljana, Slovenia.
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Verovšek T, Celma A, Heath D, Heath E, Hernández F, Bijlsma L. Screening for new psychoactive substances in wastewater from educational institutions. Environ Res 2023; 237:117061. [PMID: 37659634 DOI: 10.1016/j.envres.2023.117061] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/29/2023] [Revised: 08/19/2023] [Accepted: 08/31/2023] [Indexed: 09/04/2023]
Abstract
Drug (ab)use among young people is a serious issue, negatively impacting their well-being and prospects. The emergence of new psychoactive substances (NPS) further complicates the situation as they are easily accessible (e.g., online), but users are at high risk of intoxication as their chemical identity is often unknown and toxicity poorly understood. While surveys and drug testing are traditionally used in educational institutions to comprehend drug use trends and establish effective prevention programs, they are not without their limitations. Accordingly, we investigated the occurrence of NPS in educational institutions through wastewater analysis and critically evaluated the viability of the approach. The study included eight wastewater samples from primary schools (ages 6-15 years), six from secondary schools (ages 15-19 years), three from institutions for both secondary and higher education (ages 15+), and six from higher educational institutions (ages 19+). Samples were obtained mid-week and evaluated in two Slovenian municipalities; the capital Ljubljana and a smaller one (M1). Samples were screened using liquid chromatography-ion mobility-high-resolution mass spectrometry (LC-IMS-HRMS), and NPS identified at three levels of confidence (Level 1: unequivocal, Level 2: probable, Level 3: tentative) from a suspect list containing over 5600 entries. NPS were identified in all types of educational institutions. Most were synthetic stimulants, with 3-MMC, ephedrine, 4-chloro-α-PPP, and ethcathinone being unequivocally identified. Also, NPS were present in wastewater from all educational institution types revealing potential spatial but no inter-institutional trends. Although specific groups cannot be targeted, the study, as a proof-of-concept, demonstrates that a suspect screening of wastewater employing LC-IMS-HRMS can be used as a radar for NPS in educational institutions and potentially replace invasive drug testing.
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Affiliation(s)
- Taja Verovšek
- Jožef Stefan Institute, Jamova 39, 1000, Ljubljana, Slovenia; Jožef Stefan International Postgraduate School, Jamova 39, 1000, Ljubljana, Slovenia
| | - Alberto Celma
- Department of Aquatic Sciences and Assessment, Swedish University of Agricultural Sciences (SLU), SE-750 07, Uppsala, Sweden; Research Institute for Pesticides and Water, University Jaume I, Avda Sos Baynat s/n, 12006, Castellón, Spain
| | - David Heath
- Jožef Stefan Institute, Jamova 39, 1000, Ljubljana, Slovenia
| | - Ester Heath
- Jožef Stefan Institute, Jamova 39, 1000, Ljubljana, Slovenia; Jožef Stefan International Postgraduate School, Jamova 39, 1000, Ljubljana, Slovenia.
| | - Félix Hernández
- Research Institute for Pesticides and Water, University Jaume I, Avda Sos Baynat s/n, 12006, Castellón, Spain
| | - Lubertus Bijlsma
- Research Institute for Pesticides and Water, University Jaume I, Avda Sos Baynat s/n, 12006, Castellón, Spain.
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Ljoncheva M, Heath E, Heath D, Džeroski S, Kosjek T. Contaminants of emerging concern: Silylation procedures, evaluation of the stability of silyl derivatives and associated measurement uncertainty. Sci Total Environ 2023; 899:165669. [PMID: 37478934 DOI: 10.1016/j.scitotenv.2023.165669] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/17/2022] [Revised: 03/27/2023] [Accepted: 07/18/2023] [Indexed: 07/23/2023]
Abstract
Analyte range of gas chromatography-mass spectrometry (GC-MS), widely used in environmental analysis, can be significantly broadened by derivatization. Silyl derivatives have improved volatility and thermal stability, chromatographic and mass spectrometric behaviors, and thus detection, structural elucidation and quantification. However, silylation use is often hindered by the stability of generated derivatives and the need to optimize silylation conditions. In this study, we optimized the derivatization conditions for 70 selected contaminants of emerging concern (CEC) using chemometrics approaches. N-methyl-N-(trimethylsilyl) trifluoroacetamide (MSTFA), N, O-bis(trimethylsilyl)trifluoroacetamide (BSTFA) and BSTFA + 1 % trimethylchlorosilane (TMCS) were investigated, among which the latter gave the best yield. CEC were grouped in three derivatization protocols: 60 °C/45 min, 70 °C/90 min, and 70 °C/45 min. The short- and long-term stability of the CEC-trimethylsilyl (TMS) derivatives, i.e. for 28 days and up to 20 weeks were examined in a solvent and artificial wastewater (AWW) extract at 25 °C, 4 °C and - 18 °C, and during repeated five freeze-thaw (F/T) cycles, at two concentration levels: 100 μg/L and 1000 μg/L. Except for TMS derivatives of shikimic acid (SHA), quinic acid (QA) and sulfanilamide (SFA), the remaining derivatized compounds were stable in solvent (EtAc) for 28 days. In AWW extract, TMS derivatives of citric acid (CA), 17β-estradiol (E2), estriol (E3) and 17α-ethinyl estradiol (EE2) were unstable at 25 °C and 4 °C. Within up to 20 weeks, only the TMS derivatives of CA, meso-erythritol (ERY) and bisphenol BP (BPBP) were unstable. The most significant hydrolytic breakdown was observed during repeated F/T cycles. After three cycles, ≤ 20 % of the initial concentration of six and nine CEC-TMS derivatives had degraded in solvent and AWW extracts, respectively. According to the deep statistical comparison (DSC) approach, the most prominent degradation was observed for TMS derivatives of E2, CA, 9-hydroxyfluorene (9-HF), estrone (E1) and trans-3'-hydroxycotinine (T3HC) in solvent; E2, CA, 9-HF, E3 and E1 in AWW extracts and ERY, E2, CA, 9-HF and E1 in both matrices. Finally, the sample concentration of CEC accounted for most of the measurement uncertainty (MU). Based on our findings, we recommend the derivatized samples to be stored at -18 °C for up to 20 weeks to ensure the stability of their TMS derivatives. Sample freezing and thawing of not more than twice is allowed to maintain ≥80 % of the initial CEC-TMS concentration.
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Affiliation(s)
- M Ljoncheva
- Jožef Stefan Institute, Department of Environmental Sciences, Jamova cesta 39, 1000 Ljubljana, Slovenia; Jožef Stefan International Postgraduate School, Jamova cesta 39, 1000 Ljubljana, Slovenia
| | - E Heath
- Jožef Stefan Institute, Department of Environmental Sciences, Jamova cesta 39, 1000 Ljubljana, Slovenia; Jožef Stefan International Postgraduate School, Jamova cesta 39, 1000 Ljubljana, Slovenia
| | - D Heath
- Jožef Stefan Institute, Department of Environmental Sciences, Jamova cesta 39, 1000 Ljubljana, Slovenia
| | - S Džeroski
- Jožef Stefan Institute, Department of Knowledge Technologies, Jamova cesta 39, 1000 Ljubljana, Slovenia
| | - T Kosjek
- Jožef Stefan Institute, Department of Environmental Sciences, Jamova cesta 39, 1000 Ljubljana, Slovenia; Jožef Stefan International Postgraduate School, Jamova cesta 39, 1000 Ljubljana, Slovenia.
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Tkalec Ž, Runkel AA, Kosjek T, Horvat M, Heath E. Contaminants of emerging concern in urine: a review of analytical methods for determining diisocyanates, benzotriazoles, benzothiazoles, 4-methylbenzylidene camphor, isothiazolinones, fragrances, and non-phthalate plasticizers. Environ Sci Pollut Res Int 2023; 30:95106-95138. [PMID: 37597142 PMCID: PMC10482756 DOI: 10.1007/s11356-023-29070-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/20/2022] [Accepted: 07/26/2023] [Indexed: 08/21/2023]
Abstract
Human biomonitoring (HBM) frameworks assess human exposure to hazardous chemicals. In this review, we discuss and summarize sample preparation procedures and analytical methodology for six groups of chemicals of emerging concern (CECs), namely diisocyanates, benzotriazoles, benzothiazoles, 4-methylbenzylidene camphor, isothiazolinones, fragrances, and non-phthalate plasticizers, which are increasingly detected in urine, however, are not yet widely included in HBM schemes, despite posing a risk to human health. The sample preparation procedures depend largely on the chemical group; however, solid-phase extraction (SPE) is most often used due to the minimized sample handling, lower sample volume, and generally achieving lower limits of quantification (LOQs) compared to other extraction techniques. In terms of sample analysis, LC-based methods generally achieve lower limits of quantification (LOQs) compared to GC-based methods for the selected six groups of chemicals owing to their broader chemical coverage. In conclusion, since these chemicals are expected to be more frequently included in future HBM studies, it becomes evident that there is a pressing need for rigorous quality assurance programs to ensure better comparability of data. These programs should include the reporting of measurement uncertainty and facilitate inter-laboratory comparisons among the reporting laboratories. In addition, high-resolution mass spectrometry should be more commonly employed to enhance the specificity and selectivity of the applied analytical methodology since it is underrepresented in HBM. Furthermore, due to the scarcity of data on the levels of these CECs in urine, large population HBM studies are necessary to gain a deeper understanding of the associated risks.
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Affiliation(s)
- Žiga Tkalec
- Department of Environmental Sciences (O2), Jožef Stefan Institute, Jamova cesta 39, 1000, Ljubljana, Slovenia
| | - Agneta Annika Runkel
- Department of Environmental Sciences (O2), Jožef Stefan Institute, Jamova cesta 39, 1000, Ljubljana, Slovenia
| | - Tina Kosjek
- Department of Environmental Sciences (O2), Jožef Stefan Institute, Jamova cesta 39, 1000, Ljubljana, Slovenia
- Jožef Stefan International Postgraduate School, Jamova cesta 39, 1000, Ljubljana, Slovenia
| | - Milena Horvat
- Department of Environmental Sciences (O2), Jožef Stefan Institute, Jamova cesta 39, 1000, Ljubljana, Slovenia
- Jožef Stefan International Postgraduate School, Jamova cesta 39, 1000, Ljubljana, Slovenia
| | - Ester Heath
- Department of Environmental Sciences (O2), Jožef Stefan Institute, Jamova cesta 39, 1000, Ljubljana, Slovenia.
- Jožef Stefan International Postgraduate School, Jamova cesta 39, 1000, Ljubljana, Slovenia.
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7
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Kovačič A, Modic M, Hojnik N, Štampar M, Gulin MR, Nannou C, Koronaiou LA, Heath D, Walsh JL, Žegura B, Lambropoulou D, Cvelbar U, Heath E. Degradation and toxicity of bisphenol A and S during cold atmospheric pressure plasma treatment. J Hazard Mater 2023; 454:131478. [PMID: 37116332 DOI: 10.1016/j.jhazmat.2023.131478] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/21/2023] [Revised: 04/06/2023] [Accepted: 04/22/2023] [Indexed: 05/19/2023]
Abstract
Bisphenols are widely recognised as toxic compounds that potentially threaten the environment and public health. Here we report the use of cold atmospheric pressure plasma (CAP) to remove bisphenol A (BPA) and bisphenol S (BPS) from aqueous systems. Additionally, methanol was added as a radical scavenger to simulate environmental conditions. After 480 s of plasma treatment, 15-25 % of BPA remained, compared to > 80 % of BPS, with BPA being removed faster (-kt = 3.4 ms-1, half-life = 210 s) than BPS (-kt = 0.15 ms-1, half-life 4700 s). The characterisation of plasma species showed that adding a radical scavenger affects the formation of reactive oxygen and nitrogen species, resulting in a lower amount of ˙OH, H2O2, and NO2- but a similar amount of NO3-. In addition, a non-target approach enabled the elucidation of 11 BPA and five BPS transformation products. From this data, transformation pathways were proposed for both compounds, indicating nitrification with further cleavage, demethylation, and carboxylation, and the coupling of smaller bisphenol intermediates. The toxicological characterisation of the in vitro HepG2 cell model has shown that the mixture of transformation products formed during CAP is less toxic than BPA and BPS, indicating that CAP is effective in safely degrading bisphenols.
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Affiliation(s)
- Ana Kovačič
- Department of Environmental Sciences O2, Jožef Stefan Institute, Jamova 39, 1000 Ljubljana, Slovenia; Jožef Stefan International Postgraduate School, Jamova 39, 1000 Ljubljana, Slovenia
| | - Martina Modic
- Jožef Stefan International Postgraduate School, Jamova 39, 1000 Ljubljana, Slovenia; Laboratory for Gaseous Electronics F6, Jožef Stefan Institute, Jamova 39, 1000 Ljubljana, Slovenia
| | - Nataša Hojnik
- Jožef Stefan International Postgraduate School, Jamova 39, 1000 Ljubljana, Slovenia; Laboratory for Gaseous Electronics F6, Jožef Stefan Institute, Jamova 39, 1000 Ljubljana, Slovenia
| | - Martina Štampar
- National Institute of Biology, Department of Genetic Toxicology and Cancer Biology, 1000 Ljubljana, Slovenia
| | - Martin Rafael Gulin
- Department of Environmental Sciences O2, Jožef Stefan Institute, Jamova 39, 1000 Ljubljana, Slovenia
| | - Christina Nannou
- Department of Chemistry, International Hellenic University, GR 65404 Kavala, Greece
| | - Lelouda-Athanasia Koronaiou
- Laboratory of Environmental Pollution Control, Department of Chemistry, Aristotle University of Thessaloniki, GR-541 24 Thessaloniki, Greece; Center for Interdisciplinary Research and Innovation (CIRI-AUTh), Thessaloniki GR-57001, Greece
| | - David Heath
- Department of Environmental Sciences O2, Jožef Stefan Institute, Jamova 39, 1000 Ljubljana, Slovenia
| | - James L Walsh
- York Plasma Institute, University of York, YO10 5DQ, UK
| | - Bojana Žegura
- Jožef Stefan International Postgraduate School, Jamova 39, 1000 Ljubljana, Slovenia; National Institute of Biology, Department of Genetic Toxicology and Cancer Biology, 1000 Ljubljana, Slovenia
| | - Dimitra Lambropoulou
- Laboratory of Environmental Pollution Control, Department of Chemistry, Aristotle University of Thessaloniki, GR-541 24 Thessaloniki, Greece; Center for Interdisciplinary Research and Innovation (CIRI-AUTh), Thessaloniki GR-57001, Greece
| | - Uroš Cvelbar
- Jožef Stefan International Postgraduate School, Jamova 39, 1000 Ljubljana, Slovenia; Laboratory for Gaseous Electronics F6, Jožef Stefan Institute, Jamova 39, 1000 Ljubljana, Slovenia
| | - Ester Heath
- Department of Environmental Sciences O2, Jožef Stefan Institute, Jamova 39, 1000 Ljubljana, Slovenia; Jožef Stefan International Postgraduate School, Jamova 39, 1000 Ljubljana, Slovenia.
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8
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Kovačič A, Gulin MR, Nannou C, Koronaiou LA, Kosjek T, Heath D, Maier MS, Lambropoulou D, Heath E. Aerobic degradation of tetramethyl bisphenol F (TMBPF) with activated sludge: Kinetics and biotransformation products. Environ Res 2023; 227:115790. [PMID: 37003551 DOI: 10.1016/j.envres.2023.115790] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/19/2023] [Revised: 03/01/2023] [Accepted: 03/27/2023] [Indexed: 05/08/2023]
Abstract
This study investigated the bio-degradation kinetics of tetramethyl bisphenol F (TMBPF), a non-estrogenic alternative to bisphenol A (BPA). Batch biotransformation experiments were performed whereby samples were inoculated with activated sludge and analysed using liquid chromatography-Orbitrap-tandem mass spectrometry (LC-Orbitrap-MS) utilising two non-targeted workflows (commercial and freely available online) for biotransformation products (BTP) identification. The degradation of TMBPF followed single first-order reaction kinetics and depended on the initial concentration (ci) with faster degradation -kt = 0.16, (half-life = 4.4 days) at lower concentrations ci = 0.1 mg L-1, compared with -kt = 0.02 (half-live = 36.4 days) at ci = 10.0 mg L-1. After 18 days, only 8% of the original TMBPF remained at the lowest tested concentration (0.1 mg L-1). Twelve BTPs were identified, three of which were workflow and one condition-specific. The highest relative quantities of BTPs were observed in nutrient-mineral and mineral media after ten days, while after 14 days, 36 and 31% of TMBPF (ci = 1 mg L-1) remained in the nutrient-mineral and mineral media, respectively. Also, the kinetics of TMBPF and its BTPs were the same with and without an additional carbon source. A newly proposed biodegradation pathway for TMBPF involves cleavage of the methylene bridge, hydroxylation with further oxidation, sulphation, nitrification, nitro reduction with further oxidation, acetylation, and glycine conjugation, providing a deeper insight into the fate of TMBPF during biological wastewater treatment.
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Affiliation(s)
- Ana Kovačič
- Jožef Stefan Institute, Jamova Cesta 39, 1000, Ljubljana, Slovenia
| | | | - Christina Nannou
- Department of Chemistry, International Hellenic University, Kavala, Greece
| | - Lelouda-Athanasia Koronaiou
- Laboratory of Environmental Pollution Control, Department of Chemistry, Aristotle University of Thessaloniki, GR-541 24, Thessaloniki, Greece; Center for Interdisciplinary Research and Innovation (CIRI-AUTh), Thessaloniki, GR-57001, Greece
| | - Tina Kosjek
- Jožef Stefan Institute, Jamova Cesta 39, 1000, Ljubljana, Slovenia; International Postgraduate School Jožef Stefan, Jamova Cesta 39, 1000, Ljubljana, Slovenia
| | - David Heath
- Jožef Stefan Institute, Jamova Cesta 39, 1000, Ljubljana, Slovenia
| | - Mark S Maier
- Sheperian Toxicology, LLC, BioRisk Sciences Team, Albuquerque, NM, 87123, USA
| | - Dimitra Lambropoulou
- Laboratory of Environmental Pollution Control, Department of Chemistry, Aristotle University of Thessaloniki, GR-541 24, Thessaloniki, Greece; Center for Interdisciplinary Research and Innovation (CIRI-AUTh), Thessaloniki, GR-57001, Greece
| | - Ester Heath
- Jožef Stefan Institute, Jamova Cesta 39, 1000, Ljubljana, Slovenia; International Postgraduate School Jožef Stefan, Jamova Cesta 39, 1000, Ljubljana, Slovenia.
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9
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Kovačič A, Modic M, Hojnik N, Štampar M, Gulin MR, Nannou C, Koronaiou LA, Heath D, Walsh JL, Žegura B, Lambropoulou D, Cvelbar U, Heath E. Corrigendum to "Degradation and toxicity of bisphenol A and S during cold atmospheric pressure plasma treatment" J. Hazard. Mater. 454(2023) Article no. 131478. J Hazard Mater 2023; 457:131565. [PMID: 37267646 DOI: 10.1016/j.jhazmat.2023.131565] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/04/2023]
Affiliation(s)
- Ana Kovačič
- Department of Environmental Sciences O2, Jožef Stefan Institute, Jamova 39, 1000 Ljubljana, Slovenia; Jožef Stefan International Postgraduate School, Jamova 39, 1000 Ljubljana, Slovenia
| | - Martina Modic
- Jožef Stefan International Postgraduate School, Jamova 39, 1000 Ljubljana, Slovenia; Laboratory for Gaseous Electronics F6, Jožef Stefan Institute, Jamova 39, 1000 Ljubljana, Slovenia
| | - Nataša Hojnik
- Jožef Stefan International Postgraduate School, Jamova 39, 1000 Ljubljana, Slovenia; Laboratory for Gaseous Electronics F6, Jožef Stefan Institute, Jamova 39, 1000 Ljubljana, Slovenia
| | - Martina Štampar
- National Institute of Biology, Department of Genetic Toxicology and Cancer Biology, 1000 Ljubljana, Slovenia
| | - Martin Rafael Gulin
- Jožef Stefan International Postgraduate School, Jamova 39, 1000 Ljubljana, Slovenia
| | - Christina Nannou
- Department of Chemistry, International Hellenic University, GR 65404 Kavala, Greece
| | - Lelouda-Athanasia Koronaiou
- Laboratory of Environmental Pollution Control, Department of Chemistry, Aristotle University of Thessaloniki, GR-541 24 Thessaloniki, Greece; Center for Interdisciplinary Research and Innovation (CIRI-AUTh), Thessaloniki GR-57001, Greece
| | - David Heath
- Department of Environmental Sciences O2, Jožef Stefan Institute, Jamova 39, 1000 Ljubljana, Slovenia
| | - James L Walsh
- York Plasma Institute, University of York, YO10 5DQ, UK
| | - Bojana Žegura
- Jožef Stefan International Postgraduate School, Jamova 39, 1000 Ljubljana, Slovenia; National Institute of Biology, Department of Genetic Toxicology and Cancer Biology, 1000 Ljubljana, Slovenia
| | - Dimitra Lambropoulou
- Laboratory of Environmental Pollution Control, Department of Chemistry, Aristotle University of Thessaloniki, GR-541 24 Thessaloniki, Greece; Center for Interdisciplinary Research and Innovation (CIRI-AUTh), Thessaloniki GR-57001, Greece
| | - Uroš Cvelbar
- Jožef Stefan International Postgraduate School, Jamova 39, 1000 Ljubljana, Slovenia; Laboratory for Gaseous Electronics F6, Jožef Stefan Institute, Jamova 39, 1000 Ljubljana, Slovenia
| | - Ester Heath
- Department of Environmental Sciences O2, Jožef Stefan Institute, Jamova 39, 1000 Ljubljana, Slovenia; Jožef Stefan International Postgraduate School, Jamova 39, 1000 Ljubljana, Slovenia.
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10
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Verovšek T, Janža M, Heath D, Šuštarič A, Prosen H, Heath E. Occurrence and sources of residues of drugs of abuse in an urban aquifer: Chemical analysis and solute transport modelling. Sci Total Environ 2023; 892:164364. [PMID: 37257590 DOI: 10.1016/j.scitotenv.2023.164364] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/19/2023] [Revised: 05/17/2023] [Accepted: 05/18/2023] [Indexed: 06/02/2023]
Abstract
This study investigated the occurrence and potential sources of residues of drugs of abuse in an urban aquifer beneath the City of Ljubljana using water analysis and a solute transport model designed to predict nitrogen distribution. Samples were collected from three sources: 28 wastewater samples (24-h composites), 4 aquifer-recharging river samples (grab), and 22 groundwater samples. The samples were analysed for residues of commonly (ab)used licit drugs (nicotine and alcohol), medications of abuse (morphine, methadone, codeine, and ketamine), and illicit drugs (tetrahydrocannabinol - THC, cocaine, amphetamines, and heroin) using liquid-liquid (alcohol residue) and solid-phase extraction, followed by liquid chromatography-tandem mass spectrometry (LC-MS/MS). Additionally, we used solute transport modelling to predict the spatial distribution of drug residues in the aquifer and their potential sources. Nicotine (up to 45,7 ng/L), cotinine (up to 5.86 ng/L), trans-3'-hydroxycotinine (up to 0.528 ng/L) and benzoylecgonine (up to 0.572 ng/L) were the most commonly detected drug residues in groundwater, followed by cocaine (<LOQ). In comparison, methadone (0.054 ng/L) was detected only once. A higher prevalence of residues of drugs of abuse was observed in samples obtained at the south-eastern edge of the aquifer, downgradient from the main zone of urbanisation, agreeing with model predictions. Although drug residues were detected in river water, modelling suggests that the city's leaky sewer system is the primary source of drug residues.
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Affiliation(s)
- Taja Verovšek
- Jožef Stefan Institute, Jamova 39, 1000 Ljubljana, Slovenia; Jožef Stefan International Postgraduate School, Jamova 39, 1000 Ljubljana, Slovenia
| | - Mitja Janža
- Geological Survey of, Slovenia, Dimičeva ulica 14, 1000 Ljubljana
| | - David Heath
- Jožef Stefan Institute, Jamova 39, 1000 Ljubljana, Slovenia
| | - Ariana Šuštarič
- Faculty of Chemistry and Chemical Technology, Večna pot 113, 1000 Ljubljana, Slovenia
| | - Helena Prosen
- Faculty of Chemistry and Chemical Technology, Večna pot 113, 1000 Ljubljana, Slovenia
| | - Ester Heath
- Jožef Stefan Institute, Jamova 39, 1000 Ljubljana, Slovenia; Jožef Stefan International Postgraduate School, Jamova 39, 1000 Ljubljana, Slovenia.
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11
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Bade R, Rousis N, Adhikari S, Baduel C, Bijlsma L, Bizani E, Boogaerts T, Burgard DA, Castiglioni S, Chappell A, Covaci A, Driver EM, Sodre FF, Fatta-Kassinos D, Galani A, Gerber C, Gracia-Lor E, Gracia-Marín E, Halden RU, Heath E, Hernandez F, Jaunay E, Lai FY, Lee HJ, Laimou-Geraniou M, Oh JE, Olafsdottir K, Phung K, Castro MP, Psichoudaki M, Shao X, Salgueiro-Gonzalez N, Feitosa RS, Gomes CS, Subedi B, Löve ASC, Thomaidis N, Tran D, van Nuijs A, Verovšek T, Wang D, White JM, Yargeau V, Zuccato E, Mueller JF. Three years of wastewater surveillance for new psychoactive substances from 16 countries. Water Res X 2023; 19:100179. [PMID: 37143710 PMCID: PMC10151418 DOI: 10.1016/j.wroa.2023.100179] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/20/2022] [Revised: 03/13/2023] [Accepted: 04/05/2023] [Indexed: 05/06/2023]
Abstract
The proliferation of new psychoactive substances (NPS) over recent years has made their surveillance complex. The analysis of raw municipal influent wastewater can allow a broader insight into community consumption patterns of NPS. This study examines data from an international wastewater surveillance program that collected and analysed influent wastewater samples from up to 47 sites in 16 countries between 2019 and 2022. Influent wastewater samples were collected over the New Year period and analysed using validated liquid chromatography - mass spectrometry methods. Over the three years, a total of 18 NPS were found in at least one site. Synthetic cathinones were the most found class followed by phenethylamines and designer benzodiazepines. Furthermore, two ketamine analogues, one plant based NPS (mitragynine) and methiopropamine were also quantified across the three years. This work demonstrates that NPS are used across different continents and countries with the use of some more evident in particular regions. For example, mitragynine has highest mass loads in sites in the United States, while eutylone and 3-methylmethcathinone increased considerably in New Zealand and in several European countries, respectively. Moreover, 2F-deschloroketamine, an analogue of ketamine, has emerged more recently and could be quantified in several sites, including one in China, where it is considered as one of the drugs of most concern. Finally, some NPS were detected in specific regions during the initial sampling campaigns and spread to additional sites by the third campaign. Hence, wastewater surveillance can provide an insight into temporal and spatial trends of NPS use.
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Affiliation(s)
- Richard Bade
- Queensland Alliance for Environmental Health Sciences (QAEHS), The University of Queensland, 20 Cornwall Street, Woolloongabba, QLD 4102, Australia
| | - Nikolaos Rousis
- Queensland Alliance for Environmental Health Sciences (QAEHS), The University of Queensland, 20 Cornwall Street, Woolloongabba, QLD 4102, Australia
| | - Sangeet Adhikari
- School of Sustainable Engineering and Built Environment, Arizona State University, Tempe, AZ, 85281, United States
- Biodesign Center for Environmental Health Engineering, Biodesign Institute, Arizona State University, 1001 S. McAllister Ave., Tempe, AZ 85281, United States
| | - Christine Baduel
- Université Grenoble Alpes, CNRS, IRD, Grenoble INP, IGE, Grenoble, France
| | - Lubertus Bijlsma
- Environmental and Public Health Analytical Chemistry, Research Institute for Pesticides and Water, University Jaume I, Avda, Sos Baynat s/n, E-12071 Castellón, Spain
| | - Erasmia Bizani
- Laboratory of Analytical Chemistry, Department of Chemistry, National and Kapodistrian University of Athens, Panepistimiopolis Zografou, 15771 Athens, Greece
| | - Tim Boogaerts
- Toxicological Centre, Department of Pharmaceutical Sciences, University of Antwerp, 2610 Wilrijk, Belgium
| | - Daniel A. Burgard
- Department of Chemistry and Biochemistry, University of Puget Sound, Tacoma, WA 98416, United States
| | - Sara Castiglioni
- Istituto di Ricerche Farmacologiche Mario Negri IRCCS, Department of Environmental Health Sciences, Via Mario Negri 2, 20156, Milan, Italy
| | - Andrew Chappell
- Institute of Environmental Science and Research Limited (ESR), Christchurch Science Centre: 27 Creyke Road, Ilam, Christchurch 8041, New Zealand
| | - Adrian Covaci
- Toxicological Centre, Department of Pharmaceutical Sciences, University of Antwerp, 2610 Wilrijk, Belgium
| | - Erin M. Driver
- Biodesign Center for Environmental Health Engineering, Biodesign Institute, Arizona State University, 1001 S. McAllister Ave., Tempe, AZ 85281, United States
- AquaVitas, LLC, Scottsdale, Arizona, 85251, United States
| | | | - Despo Fatta-Kassinos
- Nireas-International Water Research Centre and Department of Civil and Environmental Engineering, University of Cyprus, P.O. Box 20537, 1678, Nicosia, Cyprus
| | - Aikaterini Galani
- Laboratory of Analytical Chemistry, Department of Chemistry, National and Kapodistrian University of Athens, Panepistimiopolis Zografou, 15771 Athens, Greece
| | - Cobus Gerber
- Health and Biomedical Innovation, UniSA: Clinical and Health Sciences, University of South Australia, Adelaide 5001, South Australia, Australia
| | - Emma Gracia-Lor
- Department of Analytical Chemistry, Faculty of Chemistry, Complutense University of Madrid, Avenida Complutense s/n, 28040 Madrid, Spain
| | - Elisa Gracia-Marín
- Environmental and Public Health Analytical Chemistry, Research Institute for Pesticides and Water, University Jaume I, Avda, Sos Baynat s/n, E-12071 Castellón, Spain
| | - Rolf U. Halden
- School of Sustainable Engineering and Built Environment, Arizona State University, Tempe, AZ, 85281, United States
- Biodesign Center for Environmental Health Engineering, Biodesign Institute, Arizona State University, 1001 S. McAllister Ave., Tempe, AZ 85281, United States
- AquaVitas, LLC, Scottsdale, Arizona, 85251, United States
- OneWaterOneHealth, Arizona State University Foundation, 1001 S. McAllister Avenue, Tempe, AZ 85287-8101, United States
| | - Ester Heath
- Jožef Stefan Institute and International Postgraduate School, Jamova 39, 1000 Ljubljana, Slovenia
| | - Felix Hernandez
- Environmental and Public Health Analytical Chemistry, Research Institute for Pesticides and Water, University Jaume I, Avda, Sos Baynat s/n, E-12071 Castellón, Spain
| | - Emma Jaunay
- Health and Biomedical Innovation, UniSA: Clinical and Health Sciences, University of South Australia, Adelaide 5001, South Australia, Australia
| | - Foon Yin Lai
- Department of Aquatic Sciences and Assessment, Swedish University of Agricultural Sciences (SLU), SE-75007 Uppsala, Sweden
| | - Heon-Jun Lee
- Department of Civil and Environmental Engineering, Pusan National University, Jangjeon-dong, Geumjeong-gu, Busan 46241, Republic of Korea
| | - Maria Laimou-Geraniou
- Jožef Stefan Institute and International Postgraduate School, Jamova 39, 1000 Ljubljana, Slovenia
| | - Jeong-Eun Oh
- Department of Civil and Environmental Engineering, Pusan National University, Jangjeon-dong, Geumjeong-gu, Busan 46241, Republic of Korea
| | - Kristin Olafsdottir
- University of Iceland, Department of Pharmacology and Toxicology, Hofsvallagata 53, 107 Reykjavik, Iceland
| | - Kaitlyn Phung
- Institute of Environmental Science and Research Limited (ESR), Christchurch Science Centre: 27 Creyke Road, Ilam, Christchurch 8041, New Zealand
| | - Marco Pineda Castro
- Department of Chemical Engineering, McGill University, Montreal, QC, Abbreviation:
| | - Magda Psichoudaki
- Nireas-International Water Research Centre and Department of Civil and Environmental Engineering, University of Cyprus, P.O. Box 20537, 1678, Nicosia, Cyprus
| | - Xueting Shao
- College of Environmental Science and Engineering, Dalian Maritime University, No. 1 Linghai Road, Dalian, 116026, P. R. China
| | - Noelia Salgueiro-Gonzalez
- Istituto di Ricerche Farmacologiche Mario Negri IRCCS, Department of Environmental Health Sciences, Via Mario Negri 2, 20156, Milan, Italy
| | | | | | - Bikram Subedi
- Department of Chemistry, Murray State University, Murray, Kentucky 42071-3300, United States
| | - Arndís Sue Ching Löve
- University of Iceland, Department of Pharmacology and Toxicology, Hofsvallagata 53, 107 Reykjavik, Iceland
| | - Nikolaos Thomaidis
- Laboratory of Analytical Chemistry, Department of Chemistry, National and Kapodistrian University of Athens, Panepistimiopolis Zografou, 15771 Athens, Greece
| | - Diana Tran
- Department of Chemistry and Biochemistry, University of Puget Sound, Tacoma, WA 98416, United States
| | - Alexander van Nuijs
- Toxicological Centre, Department of Pharmaceutical Sciences, University of Antwerp, 2610 Wilrijk, Belgium
| | - Taja Verovšek
- Jožef Stefan Institute and International Postgraduate School, Jamova 39, 1000 Ljubljana, Slovenia
| | - Degao Wang
- College of Environmental Science and Engineering, Dalian Maritime University, No. 1 Linghai Road, Dalian, 116026, P. R. China
| | - Jason M. White
- Health and Biomedical Innovation, UniSA: Clinical and Health Sciences, University of South Australia, Adelaide 5001, South Australia, Australia
| | - Viviane Yargeau
- Department of Chemical Engineering, McGill University, Montreal, QC, Abbreviation:
| | - Ettore Zuccato
- Istituto di Ricerche Farmacologiche Mario Negri IRCCS, Department of Environmental Health Sciences, Via Mario Negri 2, 20156, Milan, Italy
| | - Jochen F. Mueller
- Queensland Alliance for Environmental Health Sciences (QAEHS), The University of Queensland, 20 Cornwall Street, Woolloongabba, QLD 4102, Australia
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12
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Kovačič A, Andreasidou E, Brus A, Vehar A, Potočnik D, Hudobivnik MJ, Heath D, Pintar M, Maršič NK, Ogrinc N, Blaznik U, Heath E. Contaminant uptake in wastewater irrigated tomatoes. J Hazard Mater 2023; 448:130964. [PMID: 36860048 DOI: 10.1016/j.jhazmat.2023.130964] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/31/2022] [Revised: 01/19/2023] [Accepted: 02/06/2023] [Indexed: 06/18/2023]
Abstract
As population growth and climate change add to the problem of water scarcity in many regions, the argument for using treated wastewater for irrigation is becoming increasingly compelling, which makes understanding the risks associated with the uptake of harmful chemicals by crops crucial. In this study, the uptake of 14 chemicals of emerging concern (CECs) and 27 potentially toxic elements (PTEs) was studied in tomatoes grown in soil-less (hydroponically) and soil (lysimeters) media irrigated with potable and treated wastewater using LC-MS/MS and ICP-MS. Bisphenol S, 2,4 bisphenol F, and naproxen were detected in fruits irrigated with spiked potable water and wastewater under both conditions, with BPS having the highest concentration (0.034-0.134 µg kg-1 f. w.). The levels of all three compounds were statistically more significant in tomatoes grown hydroponically (<LOQ - 0.137 µg kg-1 f. w.) than in soil (<LOQ - 0.083 µg kg-1 f. w.). Their elemental composition shows differences between tomatoes grown hydroponically or in soil and tomatoes irrigated with wastewater and potable water. Contaminants at determined levels showed low dietary chronic exposure. When the health-based guidance values for the studied CECs are determined, results from this study will be helpful for risk assessors.
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Affiliation(s)
- Ana Kovačič
- Department of Environmental science, Jožef Stefan Institute, Jamova cesta 39, Ljubljana 1000, Slovenia; International Postgraduate School Jožef Stefan, Jamova cesta 39, Ljubljana 1000, Slovenia
| | - Eirini Andreasidou
- Department of Environmental science, Jožef Stefan Institute, Jamova cesta 39, Ljubljana 1000, Slovenia; International Postgraduate School Jožef Stefan, Jamova cesta 39, Ljubljana 1000, Slovenia
| | - Anže Brus
- Department of Environmental science, Jožef Stefan Institute, Jamova cesta 39, Ljubljana 1000, Slovenia
| | - Anja Vehar
- Department of Environmental science, Jožef Stefan Institute, Jamova cesta 39, Ljubljana 1000, Slovenia; International Postgraduate School Jožef Stefan, Jamova cesta 39, Ljubljana 1000, Slovenia
| | - Doris Potočnik
- Department of Environmental science, Jožef Stefan Institute, Jamova cesta 39, Ljubljana 1000, Slovenia
| | - Marta Jagodic Hudobivnik
- Department of Environmental science, Jožef Stefan Institute, Jamova cesta 39, Ljubljana 1000, Slovenia
| | - David Heath
- Department of Environmental science, Jožef Stefan Institute, Jamova cesta 39, Ljubljana 1000, Slovenia
| | - Marina Pintar
- Department of Agronomy, Biotechnical Faculty, University of Ljubljana, Jamnikarjeva 101, Ljubljaan 1000, Slovenia
| | - Nina Kacjan Maršič
- Department of Agronomy, Biotechnical Faculty, University of Ljubljana, Jamnikarjeva 101, Ljubljaan 1000, Slovenia
| | - Nives Ogrinc
- Department of Environmental science, Jožef Stefan Institute, Jamova cesta 39, Ljubljana 1000, Slovenia; International Postgraduate School Jožef Stefan, Jamova cesta 39, Ljubljana 1000, Slovenia
| | - Urška Blaznik
- Environmental Health Centre, National Institute of Public Health, Trubarjeva 2, Ljubljana 1000, Slovenia
| | - Ester Heath
- Department of Environmental science, Jožef Stefan Institute, Jamova cesta 39, Ljubljana 1000, Slovenia; International Postgraduate School Jožef Stefan, Jamova cesta 39, Ljubljana 1000, Slovenia.
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13
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Verovšek T, Šuštarič A, Laimou-Geraniou M, Krizman-Matasic I, Prosen H, Eleršek T, Kramarič Zidar V, Mislej V, Mišmaš B, Stražar M, Levstek M, Cimrmančič B, Lukšič S, Uranjek N, Kozlovič-Bobič T, Kosjek T, Kocman D, Heath D, Heath E. Removal of residues of psychoactive substances during wastewater treatment, their occurrence in receiving river waters and environmental risk assessment. Sci Total Environ 2023; 866:161257. [PMID: 36608822 DOI: 10.1016/j.scitotenv.2022.161257] [Citation(s) in RCA: 10] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/01/2022] [Revised: 11/28/2022] [Accepted: 12/24/2022] [Indexed: 06/17/2023]
Abstract
Continuous consumption combined with incomplete removal during wastewater treatment means residues of psychoactive substances (licit drugs, medications of abuse and illicit drugs) are constantly introduced into the aquatic environment, where they have the potential to affect non-target organisms. In this study, 17 drug residues of psychoactive substances were determined in wastewater influent, effluent and in receiving rivers of six Slovene municipal wastewater treatment plants employing different treatment technologies. Variations in removal efficiencies (REs) during spring, summer and winter were explored, and ecotoxic effects were evaluated using in silico (Ecological Structure-Activity Relationships software-ECOSAR) and in vivo (algal growth inhibition test) methods. Drug residues were detected in influent and effluent in the ng/L to μg/L range. In receiving rivers, biomarkers were in the ng/L range, and there was good agreement between measured and predicted concentrations. On average, REs were highest for nicotine, 11-nor-9-carboxy-∆9-tetrahydrocannabinol (THC-COOH), cocaine residues, and amphetamine (>90 %) and lowest for methadone residues (<30 %). REs were comparable between treatments involving activated sludge and membrane bioreactors, while the moving biofilm bed reactor (MBBR) removed cotinine, cocaine, and benzoylecgonine to a lesser extent. Accordingly, higher levels of nicotine and cocaine residues were detected in river water receiving MBBR discharge. Although there were seasonal variations in REs and levels of drug residues in receiving rivers, no general pattern could be observed. No significant inhibition of algal growth (Chlamydomonas reinhardtii) was observed for the tested compounds (1 mg/L) during 72 h and 240 h of exposure, although effects on aquatic plants were predicted in silico. In addition, environmental risk assessment revealed that levels of nicotine, methadone, 2-ethylidene-1,5-dimethyl-3,3-diphenylpyrrolidine (EDDP), morphine, and 3,4-methylenedioxymethamphetamine (MDMA) pose a risk to aquatic organisms. Since nicotine and EDDP can have acute and chronic effects, the authors support regular monitoring of receiving surface waters, followed up by regulatory actions.
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Affiliation(s)
- Taja Verovšek
- Jožef Stefan Institute, Jamova 39, 1000 Ljubljana, Slovenia; International Postgraduate School Jožef Stefan, Jamova 39, 1000 Ljubljana, Slovenia
| | - Ariana Šuštarič
- Faculty of Chemistry and Chemical Technology, Večna pot 113, 1000 Ljubljana, Slovenia
| | - Maria Laimou-Geraniou
- Jožef Stefan Institute, Jamova 39, 1000 Ljubljana, Slovenia; International Postgraduate School Jožef Stefan, Jamova 39, 1000 Ljubljana, Slovenia
| | | | - Helena Prosen
- Faculty of Chemistry and Chemical Technology, Večna pot 113, 1000 Ljubljana, Slovenia
| | - Tina Eleršek
- National Institute of biology, Večna pot 111, 1000 Ljubljana, Slovenia
| | | | - Vesna Mislej
- JP Vodovod Kanalizacija Snaga, d.o.o., Vodovodna cesta 90, 1000 Ljubljana, Slovenia
| | - Boštjan Mišmaš
- JP Vodovod Kanalizacija Snaga, d.o.o., Vodovodna cesta 90, 1000 Ljubljana, Slovenia
| | - Marjeta Stražar
- JP Central Wastewater Treatment Plant Domžale-Kamnik, d.o.o., Študljanska 91, 1230 Domžale, Slovenia
| | - Marjetka Levstek
- JP Central Wastewater Treatment Plant Domžale-Kamnik, d.o.o., Študljanska 91, 1230 Domžale, Slovenia
| | | | - Simon Lukšič
- Komunala Novo mesto, d.o.o., Podbevškova ulica 12, 8000 Novo mesto, Slovenia
| | - Nataša Uranjek
- Komunalno podjetje Velenje, d.o.o., Koroška cesta 37/b, 3320 Velenje, Slovenia
| | | | - Tina Kosjek
- Jožef Stefan Institute, Jamova 39, 1000 Ljubljana, Slovenia; International Postgraduate School Jožef Stefan, Jamova 39, 1000 Ljubljana, Slovenia
| | - David Kocman
- Jožef Stefan Institute, Jamova 39, 1000 Ljubljana, Slovenia
| | - David Heath
- Jožef Stefan Institute, Jamova 39, 1000 Ljubljana, Slovenia
| | - Ester Heath
- Jožef Stefan Institute, Jamova 39, 1000 Ljubljana, Slovenia; International Postgraduate School Jožef Stefan, Jamova 39, 1000 Ljubljana, Slovenia.
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14
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Boogaerts T, Quireyns M, Maes F, Laimou-Geraniou M, Van Wichelen N, Heath E, Pussig B, Aertgeerts B, Covaci A, van Nuijs ALN. Optimization, validation and application of a high-throughput 96-well elution protocol for the quantification of psychoactive substances in influent wastewater. Drug Test Anal 2023; 15:240-246. [PMID: 36260405 DOI: 10.1002/dta.3392] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2022] [Revised: 10/06/2022] [Accepted: 10/17/2022] [Indexed: 11/11/2022]
Abstract
Wastewater-based epidemiology (WBE) is based on the analysis of human metabolic excretion products (biomarkers) of xenobiotics in wastewater, to gain information about various lifestyles and health aspects of a population in an evidence-based manner. Due to the complex wastewater matrix and trace level occurrence of human biomarkers in the sewage network, it is crucial to have sensitive analytical procedures available. Additionally, to improve the value of WBE as a complementary epidemiological source, there is increasing pressure on the analysis of more compounds, more locations and more samples. A high-throughput method based on 96-well Oasis MCX solid-phase extraction (SPE), requiring less influent wastewater (2 mL), was developed in accordance with the European Medicines Agency guidelines. Validation was successful for 28 parent drugs and metabolites of antidepressants, opioids and drugs of abuse. The selection of biomarkers and quantification limit was chosen to be relevant for WBE and was predominantly 10 ng/L or below. The final method was successfully applied to 24-h composite samples of October 2019 (n = 27), obtained from an urban wastewater treatment plant in Leuven (Belgium).
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Affiliation(s)
- Tim Boogaerts
- Toxicological Centre, University of Antwerp, Wilrijk, Belgium
| | | | - Florence Maes
- Toxicological Centre, University of Antwerp, Wilrijk, Belgium
| | - Maria Laimou-Geraniou
- Department of Environmental Sciences, Jožef Stefan Institute, Ljubljana, Slovenia.,Jožef Stefan International Postgraduate School, Ljubljana, Slovenia
| | | | - Ester Heath
- Department of Environmental Sciences, Jožef Stefan Institute, Ljubljana, Slovenia.,Jožef Stefan International Postgraduate School, Ljubljana, Slovenia
| | - Bram Pussig
- Academic Centre for General Practice, KU Leuven, Leuven, Belgium
| | - Bert Aertgeerts
- Academic Centre for General Practice, KU Leuven, Leuven, Belgium
| | - Adrian Covaci
- Toxicological Centre, University of Antwerp, Wilrijk, Belgium
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15
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Vehar A, Kovačič A, Hvala N, Škufca D, Levstek M, Stražar M, Žgajnar Gotvajn A, Heath E. An Assessment of Mass Flows, Removal and Environmental Emissions of Bisphenols in a Sequencing Batch Reactor Wastewater Treatment Plant. Molecules 2022; 27:molecules27238634. [PMID: 36500727 PMCID: PMC9736069 DOI: 10.3390/molecules27238634] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/23/2022] [Revised: 12/02/2022] [Accepted: 12/02/2022] [Indexed: 12/12/2022]
Abstract
This study analyzed 16 bisphenols (BPs) in wastewater and sludge samples collected from different stages at a municipal wastewater treatment plant based on sequencing batch reactor technology. It also describes developing an analytical method for determining BPs in the solid phase of activated sludge based on solid-phase extraction and gas chromatography-mass spectrometry. Obtained concentrations are converted into mass flows, and the biodegradation of BPs and adsorption to primary and secondary sludge are determined. Ten of the sixteen BPs were present in the influent with concentrations up to 434 ng L-1 (BPS). Only five BPs with concentrations up to 79 ng L-1 (BPA) were determined in the plant effluent, accounting for 8 % of the total BPs determined in the influent. Eleven per cent of the total BPs were adsorbed on primary and secondary sludge. Overall, BPs biodegradation efficiency was 81%. The highest daily emissions via effluent release (1.48 g day-1) and sludge disposal (4.63 g day-1) were for BPA, while total emissions reached 2 g day-1 via effluent and 6 g day-1 via sludge disposal. The data show that the concentrations of BPs in sludge are not negligible, and their environmental emissions should be monitored and further studied.
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Affiliation(s)
- Anja Vehar
- Department of Environmental Sciences, Jožef Stefan Institute, Jamova Cesta 39, 1000 Ljubljana, Slovenia
- Jožef Stefan International Postgraduate School, Jamova Cesta 39, 1000 Ljubljana, Slovenia
| | - Ana Kovačič
- Department of Environmental Sciences, Jožef Stefan Institute, Jamova Cesta 39, 1000 Ljubljana, Slovenia
| | - Nadja Hvala
- Department of Systems and Control, Jožef Stefan Institute, Jamova Cesta 39, 1000 Ljubljana, Slovenia
| | - David Škufca
- Department of Environmental Sciences, Jožef Stefan Institute, Jamova Cesta 39, 1000 Ljubljana, Slovenia
- Jožef Stefan International Postgraduate School, Jamova Cesta 39, 1000 Ljubljana, Slovenia
| | - Marjetka Levstek
- Wastewater Treatment Plant Domžale-Kamnik d.o.o., Študljanska Cesta 91, 1230 Domžale, Slovenia
| | - Marjetka Stražar
- Wastewater Treatment Plant Domžale-Kamnik d.o.o., Študljanska Cesta 91, 1230 Domžale, Slovenia
| | - Andreja Žgajnar Gotvajn
- Department of Chemical Engineering and Technical Safety, Faculty of Chemistry and Chemical Technology, University of Ljubljana, Večna Pot 113, 1000 Ljubljana, Slovenia
| | - Ester Heath
- Department of Environmental Sciences, Jožef Stefan Institute, Jamova Cesta 39, 1000 Ljubljana, Slovenia
- Jožef Stefan International Postgraduate School, Jamova Cesta 39, 1000 Ljubljana, Slovenia
- Correspondence:
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16
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Tran P, Lowe K, Wang H, Tsai H, Song D, Hung A, Hearn J, Miller S, Lotan T, DeWeese T, Orton M, Jr CD, Liauw S, Heath E, Greco S, Desai N, Spratt D, Feng F, Beer T, Antonarakis E. Phase II Randomized Study of Salvage Radiation Therapy (SRT) plus Enzalutamide or Blinded Placebo for High-Risk PSA-Recurrent Prostate Cancer after Radical Prostatectomy: The SALV-ENZA Trial. Int J Radiat Oncol Biol Phys 2022. [DOI: 10.1016/j.ijrobp.2022.07.397] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
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17
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Kovačič A, Modic M, Hojnik N, Vehar A, Kosjek T, Heath D, Walsh JL, Cvelbar U, Heath E. Degradation of bisphenol A and S in wastewater during cold atmospheric pressure plasma treatment. Sci Total Environ 2022; 837:155707. [PMID: 35537510 DOI: 10.1016/j.scitotenv.2022.155707] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/08/2022] [Revised: 04/30/2022] [Accepted: 05/01/2022] [Indexed: 06/14/2023]
Abstract
Developing novel, fast and efficient ecologically benign processes for removing organic contaminants is important for the continued development of water treatment. For this reason, this study investigates the implementation of Cold Atmospheric pressure Plasma (CAP) generated in ambient air as an efficient tool for the removal of Bisphenol A (BPA) and Bisphenol S (BPS)-known endocrine disrupting compounds in water and wastewater, by monitoring degradation kinetics and its transformation products. The highest removal efficiencies of BPA (>98%) and BPS (>70%) were obtained after 480 s of CAP exposure. A pseudo-first-order kinetic revealed that BPA (-kt = 4.4 ̶ 9.0 ms-1) degrades faster than BPS (-kt = 0.4 ̶ 2.4 ms-1) and that the degradation is also time- and CAP power-dependent, while the initial concentration or matrix type had a negligible effect. This study also tentatively identified three previously reported and one novel transformation product of BPA and four novel transformation products of BPS. Their postulated structures suggested similar breakdown mechanisms, i.e., hydroxylation followed by ring cleavage. The results demonstrate that CAP technology is an effective process for the degradation of both BPA and BPS without the need for additional chemicals, indicating that CAP is a promising technology for water and wastewater remediation worthy of further investigation and optimization.
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Affiliation(s)
- Ana Kovačič
- Department of Environmental Sciences O2, Jožef Stefan Institute, Jamova 39, 1000 Ljubljana, Slovenia
| | - Martina Modic
- Laboratory for Gaseous Electronics F6, Jožef Stefan Institute, Jamova 39, 1000 Ljubljana, Slovenia
| | - Nataša Hojnik
- Laboratory for Gaseous Electronics F6, Jožef Stefan Institute, Jamova 39, 1000 Ljubljana, Slovenia
| | - Anja Vehar
- Department of Environmental Sciences O2, Jožef Stefan Institute, Jamova 39, 1000 Ljubljana, Slovenia; Jožef Stefan International Postgraduate School, Jamova 39, 1000 Ljubljana, Slovenia
| | - Tina Kosjek
- Department of Environmental Sciences O2, Jožef Stefan Institute, Jamova 39, 1000 Ljubljana, Slovenia; Jožef Stefan International Postgraduate School, Jamova 39, 1000 Ljubljana, Slovenia
| | - David Heath
- Department of Environmental Sciences O2, Jožef Stefan Institute, Jamova 39, 1000 Ljubljana, Slovenia
| | - James L Walsh
- Department of Electrical Engineering and Electronics, University of Liverpool, 9 Brownlow Hill, Liverpool, L69 3GJ, United Kingdom
| | - Uroš Cvelbar
- Laboratory for Gaseous Electronics F6, Jožef Stefan Institute, Jamova 39, 1000 Ljubljana, Slovenia; Jožef Stefan International Postgraduate School, Jamova 39, 1000 Ljubljana, Slovenia
| | - Ester Heath
- Department of Environmental Sciences O2, Jožef Stefan Institute, Jamova 39, 1000 Ljubljana, Slovenia; Jožef Stefan International Postgraduate School, Jamova 39, 1000 Ljubljana, Slovenia.
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18
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Linch M, Liu G, Crabb S, Beer T, Heath E, Gordon M, de Bono J, Pashova H, Tudor I, Custodio J, Mann G, Morris M. 1397P Phase I results of exicorilant plus enzalutamide in patients with castration-resistant prostate cancer. Ann Oncol 2022. [DOI: 10.1016/j.annonc.2022.07.1883] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/01/2022] Open
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19
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Verovšek T, Heath D, Heath E. Enantiomeric profiling of amphetamines in wastewater using chiral derivatisation with gas chromatographic-tandem mass spectrometric detection. Sci Total Environ 2022; 835:155594. [PMID: 35490814 DOI: 10.1016/j.scitotenv.2022.155594] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/07/2022] [Revised: 04/19/2022] [Accepted: 04/25/2022] [Indexed: 06/14/2023]
Abstract
Enantiomeric profiling can supplement wastewater-based epidemiology (WBE) by providing additional information on drug origin (licit or illicit), improving consumption estimates, i.e., differentiating between disposal and consumption, and offering an insight into the potency of drugs available on the illicit drug market. We report on the enantiomeric profiling of amphetamines in wastewater using R(-)-α-methoxy-α-(trifluoromethyl) phenylacetyl chloride (R-MTPCl), a chiral derivatising agent and GC-MS/MS. The method performed well when evaluated against the SANTE/12682/2019 guidelines in terms of recovery (81-99%), accuracy (99-111%), repeatability (1-8%RSD) and linearity (LOQ-1000 ng/mL). The LOD and LOQ were 120 ng/L and 400 ng/L, respectively. The method was applied to samples of raw wastewater from two Slovene municipalities with unusual levels of amphetamines: Ljubljana (LJ1) and Velenje (VE1). LJ1 had an anomalously high mass load of MDMA (3,4-methylenedioxymethamphetamine) identified during SCORE 2020, and VE1 is a representative sample of the consistently high mass load of amphetamine. A second Ljubljana sample (LJ2) was chosen as a representative sample. The presence of racemic MDMA (EF = 0.511) in LJ1 indicated the disposal of the unused drug into the sewer, while the enrichment of R-MDMA (EF = 0.666) in the combined extract sample from Ljubljana (LJ2) indicated consumption. In the case of Velenje and Ljubljana, it is impossible to distinguish between the direct disposal and consumption of amphetamine and methamphetamine. Also, since amphetamine/methamphetamine-based prescription medications are unavailable in Slovenia, racemic amphetamine in VE1 (EF = 0.514) and LJ2 (EF = 0.459) indicate racemic and the more potent S-amphetamine are sold on the illicit drug market. Only S-methamphetamine was detected in wastewater (LJ2: EF = 0), indicating the presence of only the more potent S-methamphetamine on the illicit drug market. Overall, enantiomeric profiling provided useful information on amphetamine residues. In addition, chiral derivatisation can be a cost-effective alternative to using chiral chromatographic columns for the enantiomeric profiling of amphetamines in wastewater.
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Affiliation(s)
- Taja Verovšek
- Jožef Stefan Institute, Jamova 39, 1000 Ljubljana, Slovenia; Jožef Stefan International Postgraduate School, Jamova 39, 1000 Ljubljana, Slovenia
| | - David Heath
- Jožef Stefan Institute, Jamova 39, 1000 Ljubljana, Slovenia
| | - Ester Heath
- Jožef Stefan Institute, Jamova 39, 1000 Ljubljana, Slovenia; Jožef Stefan International Postgraduate School, Jamova 39, 1000 Ljubljana, Slovenia.
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20
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Škufca D, Božič D, Hočevar M, Jeran M, Bedina Zavec A, Kisovec M, Podobnik M, Matos T, Tomazin R, Iglič A, Griessler Bulc T, Heath E, Kralj-Iglič V. Interaction between Microalgae P. tricornutum and Bacteria Thalassospira sp. for Removal of Bisphenols from Conditioned Media. Int J Mol Sci 2022; 23:ijms23158447. [PMID: 35955586 PMCID: PMC9369128 DOI: 10.3390/ijms23158447] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2022] [Revised: 07/26/2022] [Accepted: 07/27/2022] [Indexed: 02/01/2023] Open
Abstract
We studied the efficiency of three culture series of the microalgae Phaeodactylum tricornutum (P. tricornutum) and bacteria Thalassospira sp. (axenic microalgae, bacterial culture and co-culture of the two) in removing bisphenols (BPs) from their growth medium. Bacteria were identified by 16S ribosomal RNA polymerase chain reaction (16S rRNA PCR). The microorganism growth rate was determined by flow cytometry. Cultures and isolates of their small cellular particles (SCPs) were imaged by scanning electron microscopy (SEM) and cryogenic transmission electron microscopy (Cryo-TEM). BPs were analyzed by gas chromatography coupled with tandem mass spectrometry (GC-MS/MS). Our results indicate that some organisms may have the ability to remove a specific pollutant with high efficiency. P. tricornutum in axenic culture and in mixed culture removed almost all (more than 99%) of BPC2. Notable differences in the removal of 8 out of 18 BPs between the axenic, mixed and bacterial cultures were found. The overall removals of BPs in axenic P. tricornutum, mixed and bacterial cultures were 11%, 18% and 10%, respectively. Finding the respective organisms and creating microbe societies seems to be key for the improvement of wastewater treatment. As a possible mediating factor, numerous small cellular particles from all three cultures were detected by electron microscopy. Further research on the mechanisms of interspecies communication is needed to advance the understanding of microbial communities at the nano-level.
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Affiliation(s)
- David Škufca
- University of Ljubljana, Faculty of Health Sciences, Biomedical Research Group, Zdravstvena 5, SI-1000 Ljubljana, Slovenia; (D.Š.); (D.B.); (M.J.); (T.G.B.)
| | - Darja Božič
- University of Ljubljana, Faculty of Health Sciences, Biomedical Research Group, Zdravstvena 5, SI-1000 Ljubljana, Slovenia; (D.Š.); (D.B.); (M.J.); (T.G.B.)
- University of Ljubljana, Faculty of Electrical Engineering, Laboratory of Physics, Tržaška 25, SI-1000 Ljubljana, Slovenia;
| | - Matej Hočevar
- Department of Physics and Chemistry of Materials, Institute of Metals and Technology, Lepi Pot 11, SI-1000 Ljubljana, Slovenia;
| | - Marko Jeran
- University of Ljubljana, Faculty of Health Sciences, Biomedical Research Group, Zdravstvena 5, SI-1000 Ljubljana, Slovenia; (D.Š.); (D.B.); (M.J.); (T.G.B.)
- University of Ljubljana, Faculty of Electrical Engineering, Laboratory of Physics, Tržaška 25, SI-1000 Ljubljana, Slovenia;
| | - Apolonija Bedina Zavec
- Department of Molecular Biology and Nanobiotechnology, National Institute of Chemistry, Hajdrihova 19, SI-1000 Ljubljana, Slovenia; (A.B.Z.); (M.K.); (M.P.)
| | - Matic Kisovec
- Department of Molecular Biology and Nanobiotechnology, National Institute of Chemistry, Hajdrihova 19, SI-1000 Ljubljana, Slovenia; (A.B.Z.); (M.K.); (M.P.)
| | - Marjetka Podobnik
- Department of Molecular Biology and Nanobiotechnology, National Institute of Chemistry, Hajdrihova 19, SI-1000 Ljubljana, Slovenia; (A.B.Z.); (M.K.); (M.P.)
| | - Tadeja Matos
- University of Ljubljana, Faculty of Medicine, Institute of Microbiology and Immunology, Zaloška 4, SI-1000 Ljubljana, Slovenia; (T.M.); (R.T.)
| | - Rok Tomazin
- University of Ljubljana, Faculty of Medicine, Institute of Microbiology and Immunology, Zaloška 4, SI-1000 Ljubljana, Slovenia; (T.M.); (R.T.)
| | - Aleš Iglič
- University of Ljubljana, Faculty of Electrical Engineering, Laboratory of Physics, Tržaška 25, SI-1000 Ljubljana, Slovenia;
| | - Tjaša Griessler Bulc
- University of Ljubljana, Faculty of Health Sciences, Biomedical Research Group, Zdravstvena 5, SI-1000 Ljubljana, Slovenia; (D.Š.); (D.B.); (M.J.); (T.G.B.)
| | - Ester Heath
- Department of Environmental Sciences, Jožef Stefan Institute, Jamova 39, SI-1000 Ljubljana, Slovenia;
- Jožef Stefan International Postgraduate School, Jamova 39, SI-1000 Ljubljana, Slovenia
| | - Veronika Kralj-Iglič
- University of Ljubljana, Faculty of Health Sciences, Biomedical Research Group, Zdravstvena 5, SI-1000 Ljubljana, Slovenia; (D.Š.); (D.B.); (M.J.); (T.G.B.)
- Correspondence:
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21
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Kouli O, Murray V, Bhatia S, Cambridge WA, Kawka M, Shafi S, Knight SR, Kamarajah SK, McLean KA, Glasbey JC, Khaw RA, Ahmed W, Akhbari M, Baker D, Borakati A, Mills E, Thavayogan R, Yasin I, Raubenheimer K, Ridley W, Sarrami M, Zhang G, Egoroff N, Pockney P, Richards T, Bhangu A, Creagh-Brown B, Edwards M, Harrison EM, Lee M, Nepogodiev D, Pinkney T, Pearse R, Smart N, Vohra R, Sohrabi C, Jamieson A, Nguyen M, Rahman A, English C, Tincknell L, Kakodkar P, Kwek I, Punjabi N, Burns J, Varghese S, Erotocritou M, McGuckin S, Vayalapra S, Dominguez E, Moneim J, Salehi M, Tan HL, Yoong A, Zhu L, Seale B, Nowinka Z, Patel N, Chrisp B, Harris J, Maleyko I, Muneeb F, Gough M, James CE, Skan O, Chowdhury A, Rebuffa N, Khan H, Down B, Fatimah Hussain Q, Adams M, Bailey A, Cullen G, Fu YXJ, McClement B, Taylor A, Aitken S, Bachelet B, Brousse de Gersigny J, Chang C, Khehra B, Lahoud N, Lee Solano M, Louca M, Rozenbroek P, Rozitis E, Agbinya N, Anderson E, Arwi G, Barry I, Batchelor C, Chong T, Choo LY, Clark L, Daniels M, Goh J, Handa A, Hanna J, Huynh L, Jeon A, Kanbour A, Lee A, Lee J, Lee T, Leigh J, Ly D, McGregor F, Moss J, Nejatian M, O'Loughlin E, Ramos I, Sanchez B, Shrivathsa A, Sincari A, Sobhi S, Swart R, Trimboli J, Wignall P, Bourke E, Chong A, Clayton S, Dawson A, Hardy E, Iqbal R, Le L, Mao S, Marinelli I, Metcalfe H, Panicker D, R HH, Ridgway S, Tan HH, Thong S, Van M, Woon S, Woon-Shoo-Tong XS, Yu S, Ali K, Chee J, Chiu C, Chow YW, Duller A, Nagappan P, Ng S, Selvanathan M, Sheridan C, Temple M, Do JE, Dudi-Venkata NN, Humphries E, Li L, Mansour LT, Massy-Westropp C, Fang B, Farbood K, Hong H, Huang Y, Joan M, Koh C, Liu YHA, Mahajan T, Muller E, Park R, Tanudisastro M, Wu JJG, Chopra P, Giang S, Radcliffe S, Thach P, Wallace D, Wilkes A, Chinta SH, Li J, Phan J, Rahman F, Segaran A, Shannon J, Zhang M, Adams N, Bonte A, Choudhry A, Colterjohn N, Croyle JA, Donohue J, Feighery A, Keane A, McNamara D, Munir K, Roche D, Sabnani R, Seligman D, Sharma S, Stickney Z, Suchy H, Tan R, Yordi S, Ahmed I, Aranha M, El Sabawy D, Garwood P, Harnett M, Holohan R, Howard R, Kayyal Y, Krakoski N, Lupo M, McGilberry W, Nepon H, Scoleri Y, Urbina C, Ahmad Fuad MF, Ahmed O, Jaswantlal D, Kelly E, Khan MHT, Naidu D, Neo WX, O'Neill R, Sugrue M, Abbas JD, Abdul-Fattah S, Azlan A, Barry K, Idris NS, Kaka N, Mc Dermott D, Mohammad Nasir MN, Mozo M, Rehal A, Shaikh Yousef M, Wong RH, Curran E, Gardner M, Hogan A, Julka R, Lasser G, Ní Chorráin N, Ting J, Browne R, George S, Janjua Z, Leung Shing V, Megally M, Murphy S, Ravenscroft L, Vedadi A, Vyas V, Bryan A, Sheikh A, Ubhi J, Vannelli K, Vawda A, Adeusi L, Doherty C, Fitzgerald C, Gallagher H, Gill P, Hamza H, Hogan M, Kelly S, Larry J, Lynch P, Mazeni NA, O'Connell R, O'Loghlin R, Singh K, Abbas Syed R, Ali A, Alkandari B, Arnold A, Arora E, Azam R, Breathnach C, Cheema J, Compton M, Curran S, Elliott JA, Jayasamraj O, Mohammed N, Noone A, Pal A, Pandey S, Quinn P, Sheridan R, Siew L, Tan EP, Tio SW, Toh VTR, Walsh M, Yap C, Yassa J, Young T, Agarwal N, Almoosawy SA, Bowen K, Bruce D, Connachan R, Cook A, Daniell A, Elliott M, Fung HKF, Irving A, Laurie S, Lee YJ, Lim ZX, Maddineni S, McClenaghan RE, Muthuganesan V, Ravichandran P, Roberts N, Shaji S, Solt S, Toshney E, Arnold C, Baker O, Belais F, Bojanic C, Byrne M, Chau CYC, De Soysa S, Eldridge M, Fairey M, Fearnhead N, Guéroult A, Ho JSY, Joshi K, Kadiyala N, Khalid S, Khan F, Kumar K, Lewis E, Magee J, Manetta-Jones D, Mann S, McKeown L, Mitrofan C, Mohamed T, Monnickendam A, Ng AYKC, Ortu A, Patel M, Pope T, Pressling S, Purohit K, Saji S, Shah Foridi J, Shah R, Siddiqui SS, Surman K, Utukuri M, Varghese A, Williams CYK, Yang JJ, Billson E, Cheah E, Holmes P, Hussain S, Murdock D, Nicholls A, Patel P, Ramana G, Saleki M, Spence H, Thomas D, Yu C, Abousamra M, Brown C, Conti I, Donnelly A, Durand M, French N, Goan R, O'Kane E, Rubinchik P, Gardiner H, Kempf B, Lai YL, Matthews H, Minford E, Rafferty C, Reid C, Sheridan N, Al Bahri T, Bhoombla N, Rao BM, Titu L, Chatha S, Field C, Gandhi T, Gulati R, Jha R, Jones Sam MT, Karim S, Patel R, Saunders M, Sharma K, Abid S, Heath E, Kurup D, Patel A, Ali M, Cresswell B, Felstead D, Jennings K, Kaluarachchi T, Lazzereschi L, Mayson H, Miah JE, Reinders B, Rosser A, Thomas C, Williams H, Al-Hamid Z, Alsadoun L, Chlubek M, Fernando P, Gaunt E, Gercek Y, Maniar R, Ma R, Matson M, Moore S, Morris A, Nagappan PG, Ratnayake M, Rockall L, Shallcross O, Sinha A, Tan KE, Virdee S, Wenlock R, Donnelly HA, Ghazal R, Hughes I, Liu X, McFadden M, Misbert E, Mogey P, O'Hara A, Peace C, Rainey C, Raja P, Salem M, Salmon J, Tan CH, Alves D, Bahl S, Baker C, Coulthurst J, Koysombat K, Linn T, Rai P, Sharma A, Shergill A, Ahmed M, Ahmed S, Belk LH, Choudhry H, Cummings D, Dixon Y, Dobinson C, Edwards J, Flint J, Franco Da Silva C, Gallie R, Gardener M, Glover T, Greasley M, Hatab A, Howells R, Hussey T, Khan A, Mann A, Morrison H, Ng A, Osmond R, Padmakumar N, Pervaiz F, Prince R, 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M, Lehmann J, Mangtani A, Narayan A, Nazarian S, Parmar C, Shah D, Shaw C, Zhao Z, Beck C, Caldwell S, Clements JM, French B, Kenny R, Kirk S, Lindsay J, McClung A, McLaughlin N, Watson S, Whiteside E, Alyacoubi S, Arumugam V, Beg R, Dawas K, Garg S, Lloyd ER, Mahfouz Y, Manobharath N, Moonesinghe R, Morka N, Patel K, Prashar J, Yip S, Adeeko ES, Ajekigbe F, Bhat A, Evans C, Farrugia A, Gurung C, Long T, Malik B, Manirajan S, Newport D, Rayer J, Ridha A, Ross E, Saran T, Sinker A, Waruingi D, Allen R, Al Sadek Y, Alves do Canto Brum H, Asharaf H, Ashman M, Balakumar V, Barrington J, Baskaran R, Berry A, Bhachoo H, Bilal A, Boaden L, Chia WL, Covell G, Crook D, Dadnam F, Davis L, De Berker H, Doyle C, Fox C, Gruffydd-Davies M, Hafouda Y, Hill A, Hubbard E, Hunter A, Inpadhas V, Jamshaid M, Jandu G, Jeyanthi M, Jones T, Kantor C, Kwak SY, Malik N, Matt R, McNulty P, Miles C, Mohomed A, Myat P, Niharika J, Nixon A, O'Reilly D, Parmar K, Pengelly S, Price L, Ramsden M, Turnor R, Wales E, Waring H, Wu M, Yang T, Ye TTS, Zander A, Zeicu C, Bellam S, Francombe J, Kawamoto N, Rahman MR, Sathyanarayana A, Tang HT, Cheung J, Hollingshead J, Page V, Sugarman J, Wong E, Chiong J, Fung E, Kan SY, Kiang J, Kok J, Krahelski O, Liew MY, Lyell B, Sharif Z, Speake D, Alim L, Amakye NY, Chandrasekaran J, Chandratreya N, Drake J, Owoso T, Thu YM, Abou El Ela Bourquin B, Alberts J, Chapman D, Rehnnuma N, Ainsworth K, Carpenter H, Emmanuel T, Fisher T, Gabrel M, Guan Z, Hollows S, Hotouras A, Ip Fung Chun N, Jaffer S, Kallikas G, Kennedy N, Lewinsohn B, Liu FY, Mohammed S, Rutherfurd A, Situ T, Stammer A, Taylor F, Thin N, Urgesi E, Zhang N, Ahmad MA, Bishop A, Bowes A, Dixit A, Glasson R, Hatta S, Hatt K, Larcombe S, Preece J, Riordan E, Fegredo D, Haq MZ, Li C, McCann G, Stewart D, Baraza W, Bhullar D, Burt G, Coyle J, Deans J, Devine A, Hird R, Ikotun O, Manchip G, Ross C, Storey L, Tan WWL, Tse C, Warner C, Whitehead M, Wu F, Court EL, Crisp E, Huttman M, Mayes F, Robertson H, Rosen H, Sandberg C, Smith H, Al Bakry M, Ashwell W, Bajaj S, Bandyopadhyay D, Browlee O, Burway S, Chand CP, Elsayeh K, Elsharkawi A, Evans E, Ferrin S, Fort-Schaale A, Iacob M, I K, Impelliziere Licastro G, Mankoo AS, Olaniyan T, Otun J, Pereira R, Reddy R, Saeed D, Simmonds O, Singhal G, Tron K, Wickstone C, Williams R, Bradshaw E, De Kock Jewell V, Houlden C, Knight C, Metezai H, Mirza-Davies A, Seymour Z, Spink D, Wischhusen S. Evaluation of prognostic risk models for postoperative pulmonary complications in adult patients undergoing major abdominal surgery: a systematic review and international external validation cohort study. Lancet Digit Health 2022; 4:e520-e531. [PMID: 35750401 DOI: 10.1016/s2589-7500(22)00069-3] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2021] [Revised: 01/07/2022] [Accepted: 04/06/2022] [Indexed: 06/15/2023]
Abstract
BACKGROUND Stratifying risk of postoperative pulmonary complications after major abdominal surgery allows clinicians to modify risk through targeted interventions and enhanced monitoring. In this study, we aimed to identify and validate prognostic models against a new consensus definition of postoperative pulmonary complications. METHODS We did a systematic review and international external validation cohort study. The systematic review was done in accordance with the Preferred Reporting Items for Systematic Reviews and Meta-Analyses guidelines. We searched MEDLINE and Embase on March 1, 2020, for articles published in English that reported on risk prediction models for postoperative pulmonary complications following abdominal surgery. External validation of existing models was done within a prospective international cohort study of adult patients (≥18 years) undergoing major abdominal surgery. Data were collected between Jan 1, 2019, and April 30, 2019, in the UK, Ireland, and Australia. Discriminative ability and prognostic accuracy summary statistics were compared between models for the 30-day postoperative pulmonary complication rate as defined by the Standardised Endpoints in Perioperative Medicine Core Outcome Measures in Perioperative and Anaesthetic Care (StEP-COMPAC). Model performance was compared using the area under the receiver operating characteristic curve (AUROCC). FINDINGS In total, we identified 2903 records from our literature search; of which, 2514 (86·6%) unique records were screened, 121 (4·8%) of 2514 full texts were assessed for eligibility, and 29 unique prognostic models were identified. Nine (31·0%) of 29 models had score development reported only, 19 (65·5%) had undergone internal validation, and only four (13·8%) had been externally validated. Data to validate six eligible models were collected in the international external validation cohort study. Data from 11 591 patients were available, with an overall postoperative pulmonary complication rate of 7·8% (n=903). None of the six models showed good discrimination (defined as AUROCC ≥0·70) for identifying postoperative pulmonary complications, with the Assess Respiratory Risk in Surgical Patients in Catalonia score showing the best discrimination (AUROCC 0·700 [95% CI 0·683-0·717]). INTERPRETATION In the pre-COVID-19 pandemic data, variability in the risk of pulmonary complications (StEP-COMPAC definition) following major abdominal surgery was poorly described by existing prognostication tools. To improve surgical safety during the COVID-19 pandemic recovery and beyond, novel risk stratification tools are required. FUNDING British Journal of Surgery Society.
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Škufca D, Prosenc F, Griessler Bulc T, Heath E. Removal and fate of 18 bisphenols in lab-scale algal bioreactors. Sci Total Environ 2022; 804:149878. [PMID: 34508933 DOI: 10.1016/j.scitotenv.2021.149878] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/09/2021] [Revised: 08/18/2021] [Accepted: 08/20/2021] [Indexed: 06/13/2023]
Abstract
The removal of 18 bisphenols at wastewater relevant concentrations (μg L-1 range) was investigated and compared between Chlorella vulgaris cultures with pH adjusted to 6.8 and pH non-adjusted cultures where pH raised to above 10. Bisphenols with a high partition coefficient (log P > 6) partitioned to biomass soon after spiking, whereas bisphenols with a low partition coefficient (log P < 4) remained largely in the aqueous phase. Hydrophobic bisphenols and BPF isomers were removed to a large degree in pH adjusted conditions, while BPS and BPAF were the most recalcitrant. The overall average removal after 13 days was similar in both experiments, with 72 ± 2% and 73 ± 5% removed in pH non-adjusted and pH adjusted series, respectively. The removal correlated with chlorophyll a concentration for most bisphenols meaning that algae played a crucial role in their removal, while culture pH also governed the removal of some compounds.
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Affiliation(s)
- David Škufca
- Department of Environmental Sciences, Jožef Stefan Institute, Jamova cesta 39, 1000 Ljubljana, Slovenia; Jožef Stefan International Postgraduate School, Jamova cesta 39, 1000 Ljubljana, Slovenia
| | - Franja Prosenc
- Faculty of Health Sciences, University of Ljubljana, Zdravstvena pot 5, 1000 Ljubljana, Slovenia
| | - Tjaša Griessler Bulc
- Faculty of Health Sciences, University of Ljubljana, Zdravstvena pot 5, 1000 Ljubljana, Slovenia; Faculty of Civil and Geodetic Engineering, University of Ljubljana, Jamova cesta 2, 1000 Ljubljana, Slovenia
| | - Ester Heath
- Department of Environmental Sciences, Jožef Stefan Institute, Jamova cesta 39, 1000 Ljubljana, Slovenia; Jožef Stefan International Postgraduate School, Jamova cesta 39, 1000 Ljubljana, Slovenia.
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Verovšek T, Krizman-Matasic I, Heath D, Heath E. Investigation of drugs of abuse in educational institutions using wastewater analysis. Sci Total Environ 2021; 799:150013. [PMID: 34602307 DOI: 10.1016/j.scitotenv.2021.150013] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/11/2021] [Revised: 08/24/2021] [Accepted: 08/25/2021] [Indexed: 06/13/2023]
Abstract
Wastewater analysis was used to investigate drug prevalence in primary and secondary schools and institutes of higher education located in urban and non-urban areas of six municipalities in Slovenia. Seven-hour composite raw wastewater samples from 44 educational institutions, including 19 primary schools (6-15 yrs.), ten secondary schools (15-19 yrs.), nine higher education institutions (19+ yrs.) and six mixed secondary and higher education institutions (15+ yrs.), were collected at the end of the 2018/2019 academic year. Metabolic residues of licit drugs (nicotine and alcohol), medications of abuse (morphine, codeine and methadone) and illicit drugs (cannabis, cocaine, amphetamine, methamphetamine, ecstasy and heroin) were targeted in the study. The analysis was carried out using solid-phase extraction and direct injection combined ultra-performance liquid chromatography-tandem mass spectrometry (UPLC-MS/MS). Biomarkers of nicotine, alcohol and cannabis intake were the most frequently detected, indicating a high prevalence of these drugs. Morphine and codeine were also detected, while among the stimulants, benzoylecgonine had the highest detection frequency. Drug differences were found between different levels of educational institution, geographic location (inter-municipality comparison) and degree of urbanization. However, t-distributed stochastic neighbour embedding (t-SNE) revealed that the level of educational institution was the main factor influencing the differences in drug prevalence. Although a good agreement between data from this study and other studies implementing wastewater analysis was observed, there was a discrepancy with Slovenian epidemiological survey data. Finally, despite certain drawbacks of the method, its application to detect drug residues in educational institutions provides a non-invasive insight into drug use trends.
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Affiliation(s)
- Taja Verovšek
- Jožef Stefan Institute, Jamova 39, 1000 Ljubljana, Slovenia; Jožef Stefan International Postgraduate School, Jamova 39, 1000 Ljubljana, Slovenia
| | - Ivona Krizman-Matasic
- Division for Marine and Environmental Research, Rudjer Boskovic Institute, Bijenicka 54, 10000 Zagreb, Croatia
| | - David Heath
- Jožef Stefan Institute, Jamova 39, 1000 Ljubljana, Slovenia; Jožef Stefan International Postgraduate School, Jamova 39, 1000 Ljubljana, Slovenia
| | - Ester Heath
- Jožef Stefan Institute, Jamova 39, 1000 Ljubljana, Slovenia; Jožef Stefan International Postgraduate School, Jamova 39, 1000 Ljubljana, Slovenia.
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Katsoyiannis IA, Lammel G, Samara C, Ernst M, Wenk J, Torretta V, Voutsa D, Vollertsen J, Bucheli TD, Godbersen L, Lambropoulou D, Heath E, Kallenborn R, Giannakoudakis D, Deliyanni E, Bandosz TJ, Ražić S, Samanidou V, Papa E, Lacorte S, Katsoyiannis A. Innovative aspects of environmental chemistry and technology regarding air, water, and soil pollution. Environ Sci Pollut Res Int 2021; 28:58958-58968. [PMID: 34499300 DOI: 10.1007/s11356-021-15370-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/13/2023]
Affiliation(s)
- Ioannis A Katsoyiannis
- Department of Chemistry, Laboratory of Chemical and Environmental Technology, Aristotle University of Thessaloniki, 54124, Thessaloniki, Greece.
| | - Gerhard Lammel
- Max Planck Institute for Chemistry, Mainz, Germany
- RECETOX, Masaryk University, Brno, Czech Republic
| | - Constantini Samara
- Department of Chemistry, Environmental Pollution Control Laboratory, Aristotle University of Thessaloniki, 541 24, Thessaloniki, Greece
| | - Mathias Ernst
- TUHH, Institute for Water Resources and Water Supply (B-11), Am Schwarzenberg-Campus 3, Hamburg University of Technology, D-27071, Hamburg, Germany
| | - Jannis Wenk
- Department of Chemical Engineering and Water Innovation and Research Centre (WIRC@Bath), Claverton Down, Bath, Somerset, University of Bath, BA2, 7AY, United Kingdom
| | - Vincenzo Torretta
- Department of Theoretical and Applied Sciences, via GB Vico 46, Insubria University, I-21100, Varese, Italy
| | | | - Jes Vollertsen
- Department of The Built Environment, Thomas Manns Vej 23, Aalborg University, DK-9220, Aalborg Øst, Denmark
| | - Thomas D Bucheli
- Environmental Analytics, Agroscope, Reckenholzstrasse 191, 8046, Zürich, Switzerland
| | - Levke Godbersen
- Environmental Analytics, Agroscope, Reckenholzstrasse 191, 8046, Zürich, Switzerland
| | - Dimitra Lambropoulou
- Max Planck Institute for Chemistry, Mainz, Germany
- Centre for Interdisciplinary Research and Innovation (CIRI-AUTH), Balkan Center, 10th km Thessaloniki-Thermi Rd, GR 57001, Thessaloniki, Greece
| | - Ester Heath
- Jožef Stefan Institute and International Postgraduate School Jožef Stefan, Jamova 39, 1000, Ljubljana, Slovenia
| | - Roland Kallenborn
- Faculty of Chemistry, Biotechnology and Food Sciences (IKBM), Norwegian University of Life Sciences (NMBU), NO- 1432, ÅS, Norway
| | - Dimitrios Giannakoudakis
- Institute of Physical Chemistry, Polish Academy of Sciences, Kasprzaka 44/52, 01-224, Warsaw, Poland
| | - Eleni Deliyanni
- Department of Chemistry, Laboratory of Chemical and Environmental Technology, Aristotle University of Thessaloniki, 54124, Thessaloniki, Greece
| | - Teresa J Bandosz
- Department of Chemistry and Biochemistry, The City College of the City University of New York, NY 10031, New York , USA
| | - Slavica Ražić
- University of Belgrade - Faculty of Pharmacy, Department of Analytical Chemistry, Belgrade, Serbia
| | - Viktoria Samanidou
- Department of Chemistry, Laboratory of Analytical Chemistry, Aristotle University of Thessaloniki, GR 54124, Thessaloniki, Greece
| | - Ester Papa
- Department of Theoretical and Applied Sciences, via GB Vico 46, Insubria University, I-21100, Varese, Italy
| | - Silvia Lacorte
- Department of Environmental Chemistry, IDAEA-CSIC. Jordi Girona 18-26, 08034, Barcelona, Catalonia, Spain
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Ivančev-Tumbas I, Lužanin Z, Česen M, Bogunović M, Sekulić TD, Heath D, Heath E. Insight into selected emerging micropollutant interactions with wastewater colloidal organic carbon: implications for water treatment and analysis. Environ Sci Pollut Res Int 2021; 28:59368-59381. [PMID: 33146819 DOI: 10.1007/s11356-020-11309-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/27/2020] [Accepted: 10/18/2020] [Indexed: 06/11/2023]
Abstract
This study reports how adding a membrane filter (0.45-μm cellulose nitrate filter) between a glass fibre filter and the solid phase extraction (SPE) cartridge affected the GC/MS analysis of 48 emerging organic micropollutants in wastewater. Most of them are widely used as active pharmaceuticals, cosmetic and packaging material ingredients including classes of parabens, benzophenones and bisphenols among other chemicals tested. A high artificial organic carbon (OC) content in wastewater (DOC = 280 ± 14 mg/L) was investigated to gain insight into micropollutants/colloidal OC filter cake interactions. The results show that even with the use of matrix-matched calibration, the introduction of a second (membrane) filtration step can affect the analysis. Both positive, negative and no effects on the theoretical concentrations calculated from the calibration curves with and without additional filtration were observed. Positive effects on the concentration for the same analyte peak area relative to its surrogate standard were the consequence of a reduced signal for the same concentration, while the negative effects are the consequence of increasing signal for the same concentration. Effect types were dependent on the concentration and the nature of the analytes. Results show that bisphenols and parabens significantly interact with colloidal OC. Statistical analysis of molecular descriptor distribution with effect type showed that micropollutants that have a stronger interaction with colloidal OC have significantly higher ability to act as hydrogen bond donors (HBD) and have larger molar volume (MV). All compounds that experienced either positive or negative effects have a significantly higher median logD. However, further exploration within a single class of compounds (parabens, benzophenones and bisphenols) revealed that selected descriptors are unrelated to an effect type. Pearson's correlations showed that a correlation exists for certain concentration levels and groups of compounds between a negative effect and MV and logD and a positive effect with MV, MW and rotatable bond (RB) count.
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Affiliation(s)
- Ivana Ivančev-Tumbas
- Department of Chemistry, Biochemistry and Environmental Protection, University of Novi Sad, Faculty of Sciences, Trg Dositeja Obradovića 3, 21000, Novi Sad, Republic of Serbia.
| | - Zorana Lužanin
- Department of Mathematics and Informatics, University of Novi Sad, Faculty of Sciences, Trg Dositeja Obradovića 4, 21000, Novi Sad, Republic of Serbia
| | - Marjeta Česen
- Department of Environmental Sciences, Jožef Stefan Institute, Jamova cesta 39, 1000, Ljubljana, Slovenia
| | - Minja Bogunović
- Department of Chemistry, Biochemistry and Environmental Protection, University of Novi Sad, Faculty of Sciences, Trg Dositeja Obradovića 3, 21000, Novi Sad, Republic of Serbia
| | - Tatjana Djaković Sekulić
- Department of Chemistry, Biochemistry and Environmental Protection, University of Novi Sad, Faculty of Sciences, Trg Dositeja Obradovića 3, 21000, Novi Sad, Republic of Serbia
| | - David Heath
- Department of Environmental Sciences, Jožef Stefan Institute, Jamova cesta 39, 1000, Ljubljana, Slovenia
| | - Ester Heath
- Department of Environmental Sciences, Jožef Stefan Institute, Jamova cesta 39, 1000, Ljubljana, Slovenia
- Jožef Stefan International Postgraduate School, Jamova cesta 39, 1000, Ljubljana, Slovenia
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Prosenc F, Piechocka J, Škufca D, Heath E, Griessler Bulc T, Istenič D, Buttiglieri G. Microalgae-based removal of contaminants of emerging concern: Mechanisms in Chlorella vulgaris and mixed algal-bacterial cultures. J Hazard Mater 2021; 418:126284. [PMID: 34116274 DOI: 10.1016/j.jhazmat.2021.126284] [Citation(s) in RCA: 22] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/28/2021] [Revised: 04/30/2021] [Accepted: 05/30/2021] [Indexed: 06/12/2023]
Abstract
Incomplete removal of contaminants of emerging concern (CECs) has been reported for conventional wastewater treatment technologies. Microalgae-based treatment has recently gained interest thanks to simultaneous removal capacity of organic and inorganic compounds and potentially CECs. In this study, a lab-scale monoculture of Chlorella vulgaris and mixed microalgal-bacterial culture were compared in terms of removal of 28 CECs (bisphenols, 2018 EU Watch List substances, including neonicotinoids, pharmaceuticals, selected transformation products). The removal pathways in light and dark abiotic controls were also studied. Batch photobioreactors were run at hydraulic retention times of 11-12 days and CECs spiked at environmentally relevant concentrations (1-20 μg L-1). The mixed culture was better at removing bisphenols, compared to C. vulgaris. Bisphenols' log Kow was significant in removal pathways, where bisphenols with high log Kow were removed abiotically while bisphenols with low log Kow were mainly biodegraded. The removal degrees and the pathways of pharmaceuticals and EU Watch List substances were comparable between both cultures, showing no impact of log Kow for most compounds; however, the removal with C. vulgaris was faster for some. High log Kow was associated with high removal of estradiol in abiotic controls, showing the importance of adsorption onto biomass and suspended matter.
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Affiliation(s)
- Franja Prosenc
- University of Ljubljana, Faculty of Health Sciences, Zdravstvena pot 5, 1000 Ljubljana, Slovenia.
| | - Justyna Piechocka
- University of Ljubljana, Faculty of Health Sciences, Zdravstvena pot 5, 1000 Ljubljana, Slovenia; University of Lodz, Faculty of Chemistry, Department of Environmental Chemistry, 163 Pomorska Str., 90-236 Łódź, Poland.
| | - David Škufca
- Jožef Stefan Institute, Department of Environmental Sciences, Jamova cesta 39, 1000 Ljubljana, Slovenia; Jožef Stefan Institute, International Postgraduate School, Jamova cesta 39, 1000 Ljubljana, Slovenia.
| | - Ester Heath
- Jožef Stefan Institute, Department of Environmental Sciences, Jamova cesta 39, 1000 Ljubljana, Slovenia; Jožef Stefan Institute, International Postgraduate School, Jamova cesta 39, 1000 Ljubljana, Slovenia.
| | - Tjaša Griessler Bulc
- University of Ljubljana, Faculty of Health Sciences, Zdravstvena pot 5, 1000 Ljubljana, Slovenia; University of Ljubljana, Faculty of Civil and Geodetic Engineering, Jamova cesta 2, 1000 Ljubljana, Slovenia.
| | - Darja Istenič
- University of Ljubljana, Faculty of Health Sciences, Zdravstvena pot 5, 1000 Ljubljana, Slovenia; University of Ljubljana, Faculty of Civil and Geodetic Engineering, Jamova cesta 2, 1000 Ljubljana, Slovenia.
| | - Gianluigi Buttiglieri
- Catalan Institute for Water Research (ICRA), C. Emili Grahit 101, 17003 Girona, Spain; Universitat de Girona, Plaça de Sant Domènec. 3, 17004 Girona, Spain.
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Aggarwal R, Vuky J, VanderWeele D, Rettig M, Heath E, Nasoff M, Dorr A, Liu B, Small E. 591P A first-in-human study of FOR46 in men with metastatic castration resistant prostate cancer (mCRPC). Ann Oncol 2021. [DOI: 10.1016/j.annonc.2021.08.1104] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022] Open
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Carneiro B, Yin J, Soliman L, De Souza A, Golijanin D, Mega A, Coelho Barata P, Gulati S, Wei S, Geynisman D, Magee D, Korn W, Abuali I, Heath E, Ryan C, Bertone P, El-Deiry W. 632P Differential transcriptomic profiling of BCL2-related genes in primary tumor (PT) and metastatic sites (MS) of prostate cancer (PCa). Ann Oncol 2021. [DOI: 10.1016/j.annonc.2021.08.1145] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022] Open
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Ackerman IN, Soh SE, Harris IA, Cashman K, Heath E, Lorimer M, Graves SE. Performance of the HOOS-12 and KOOS-12 instruments for evaluating outcomes from joint replacement surgery. Osteoarthritis Cartilage 2021; 29:815-823. [PMID: 33727118 DOI: 10.1016/j.joca.2021.03.003] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/19/2020] [Revised: 03/01/2021] [Accepted: 03/03/2021] [Indexed: 02/02/2023]
Abstract
OBJECTIVE To evaluate the psychometric properties of the 12-item Hip disability and Osteoarthritis Outcome Score (HOOS-12) and Knee injury and Osteoarthritis Outcome Score (KOOS-12) for use in evaluating outcomes after joint replacement for osteoarthritis. DESIGN Patient-reported outcomes data collected by the Australian Orthopaedic Association National Joint Replacement Registry were used for this analysis. HOOS-12 and KOOS-12 domain (pain, function, quality of life) and summary impact data were available. The Oxford Hip Score (OHS), Oxford Knee Score (OKS) and EQ-5D-5L were used as comparators. Instruments were administered pre-operatively and at 6 months post-operatively. Internal consistency reliability, floor and ceiling effects, convergent validity, known groups validity, and responsiveness were evaluated using standard psychometric techniques. RESULTS Baseline HOOS-12 and KOOS-12 data were available for 3,023 patients undergoing primary total hip replacement and 4,010 patients undergoing primary total knee replacement. At baseline, high internal consistency was demonstrated for all domains and summary scores (Cronbach's alpha: HOOS-12 = 0.81-0.93; KOOS-12 = 0.82-0.92). Post-operative ceiling effects (>15% of patients scoring the best possible score) were identified for the HOOS-12 pain (46%), function (39%) and quality of life domains (26%) and summary score (17%), and for the KOOS-12 pain (21%) and function domains (18%). The HOOS-12 and KOOS-12 could differentiate between two known groups (lowest/highest OHS or OKS quartiles post-operatively; p < 0.001) and were highly responsive to change (effect sizes for HOOS-12: 2.20-2.83; KOOS-12: 1.82-2.35). CONCLUSION The HOOS-12 and KOOS-12 have good psychometric properties for capturing joint replacement outcomes including excellent responsiveness, although ceiling effects may limit monitoring of post-operative improvement.
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Affiliation(s)
- I N Ackerman
- School of Public Health and Preventive Medicine, Monash University, Melbourne, Australia.
| | - S-E Soh
- School of Public Health and Preventive Medicine and School of Primary and Allied Health Care, Monash University, Melbourne, Australia
| | - I A Harris
- South Western Sydney Clinical School, University of New South Wales, Sydney, Australia; Australian Orthopaedic Association National Joint Replacement Registry, Adelaide, Australia
| | - K Cashman
- South Australian Health and Medical Research Institute, Adelaide, Australia
| | - E Heath
- South Australian Health and Medical Research Institute, Adelaide, Australia
| | - M Lorimer
- South Australian Health and Medical Research Institute, Adelaide, Australia
| | - S E Graves
- Australian Orthopaedic Association National Joint Replacement Registry, Adelaide, Australia; Clinical and Health Sciences, University of South Australia, Adelaide, Australia
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Škufca D, Kovačič A, Griessler Bulc T, Heath E. Determination of 18 bisphenols in aqueous and biomass phase of high rate algal ponds: Development, validation and application. Chemosphere 2021; 271:129786. [PMID: 33548857 DOI: 10.1016/j.chemosphere.2021.129786] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/20/2020] [Revised: 01/20/2021] [Accepted: 01/24/2021] [Indexed: 06/12/2023]
Abstract
High rate algal ponds (HRAP) are an alternative to conventional wastewater treatment with the potential for wastewater and biomass reuse. In this study, we report the development and validation of methods for analysing 18 bisphenols (BPs) in the aqueous and biomass phase of HRAP. For aqueous phase samples, obtained LLOQ ranged from 10 to 30 ng/L, and recoveries from 78% to 106%. The relative expanded uncertainty was highest at the lowest spiking level (100 ng/L) and ranged from 27% to 66% (BPA), while for the biomass, the LLOQ ranged from 25 to 75 ng/g dw, recoveries from 84% to 103%. The uncertainty ranged from 16% to 37% (BPA). On average, the influent contained 329, 144, and 21 ng/L of BPA, BPS and 4,4'-BPF, and the effluent 69 ng/L, 94 ng/L and <LLOQ, respectively. Only BPA was quantified in the algal biomass. The average removal of BPA was 80%, whereas the removal efficiency of BPS was 32%. To our knowledge, this is the first study analysing a wide range of BPs in both aqueous and biomass phase of HRAP treating real wastewater.
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Affiliation(s)
- David Škufca
- Department of Environmental Sciences, Jožef Stefan Institute, Jamova Cesta 39, 1000, Ljubljana, Slovenia; Jožef Stefan International Postgraduate School, Jamova Cesta 39, 1000, Ljubljana, Slovenia
| | - Ana Kovačič
- Department of Environmental Sciences, Jožef Stefan Institute, Jamova Cesta 39, 1000, Ljubljana, Slovenia; Jožef Stefan International Postgraduate School, Jamova Cesta 39, 1000, Ljubljana, Slovenia
| | - Tjaša Griessler Bulc
- Faculty of Health Sciences, University of Ljubljana, Zdravstvena Pot 5, 1000, Ljubljana, Slovenia
| | - Ester Heath
- Department of Environmental Sciences, Jožef Stefan Institute, Jamova Cesta 39, 1000, Ljubljana, Slovenia; Jožef Stefan International Postgraduate School, Jamova Cesta 39, 1000, Ljubljana, Slovenia.
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Castiglioni S, Salgueiro-González N, Bijlsma L, Celma A, Gracia-Lor E, Beldean-Galea MS, Mackuľak T, Emke E, Heath E, Kasprzyk-Hordern B, Petkovic A, Poretti F, Rangelov J, Santos MM, Sremački M, Styszko K, Hernández F, Zuccato E. New psychoactive substances in several European populations assessed by wastewater-based epidemiology. Water Res 2021; 195:116983. [PMID: 33721674 DOI: 10.1016/j.watres.2021.116983] [Citation(s) in RCA: 28] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/29/2020] [Revised: 02/24/2021] [Accepted: 02/25/2021] [Indexed: 05/13/2023]
Abstract
Wastewater-based epidemiology (WBE) can be a useful tool to face some of the existing challenges in monitoring the use of new psychoactive substances (NPS), as it can provide objective and updated information. This Europe-wide study aimed to verify the suitability of WBE for investigating the use of NPS. Selected NPS were monitored in urban wastewater by high performance liquid chromatography tandem mass spectrometry (HPLC-MS/MS). The main classical illicit drugs were monitored in the same samples to compare their levels with those of NPS. Raw composite wastewater samples were collected in 2016 and 2017 in 14 European countries (22 cities) following best practice sampling protocols. Methcathinone was most frequent (>65% of the cities), followed by mephedrone (>25% of the cities), and only mephedrone, methcathinone and methylone were found in both years. This study depicts the use of NPS in Europe, confirming that it is much lower than the use of classical drugs. WBE proved able to assess the qualitative and quantitative spatial and temporal profiles of NPS use. The results show the changeable nature of the NPS market and the importance of large WBE monitoring campaigns for selected priority NPS. WBE is valuable for complementing epidemiological studies to follow rapidly changing profiles of use of drugs.
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Affiliation(s)
- Sara Castiglioni
- Istituto di Ricerche Farmacologiche Mario Negri IRCCS, Department of Environmental Sciences, Via Mario Negri 2, 20156, Milan, Italy.
| | - Noelia Salgueiro-González
- Istituto di Ricerche Farmacologiche Mario Negri IRCCS, Department of Environmental Sciences, Via Mario Negri 2, 20156, Milan, Italy
| | - Lubertus Bijlsma
- Environmental and Public Health Analytical Chemistry, Research Institute for Pesticides and Water, University Jaume I, 12071 Castellón, Spain
| | - Alberto Celma
- Environmental and Public Health Analytical Chemistry, Research Institute for Pesticides and Water, University Jaume I, 12071 Castellón, Spain
| | - Emma Gracia-Lor
- Istituto di Ricerche Farmacologiche Mario Negri IRCCS, Department of Environmental Sciences, Via Mario Negri 2, 20156, Milan, Italy; Department of Analytical Chemistry, Faculty of Chemistry, Complutense University of Madrid, 28040, Madrid, Spain
| | | | - Tomáš Mackuľak
- Institute of Chemical and Environmental Engineering, Faculty of Chemical and Food Technology, Slovak University of Technology, Radlinského 2101/9, 812 37 Bratislava, Slovakia
| | - Erik Emke
- KWR Water Research Institute, P.O. Box 1072, 3430 BB, Nieuwegein, The Netherlands
| | - Ester Heath
- Department of Environmental Sciences, Jožef Stefan Institute, Jamova cesta 39, Ljubljana, Slovenia
| | | | | | - Francesco Poretti
- Consorzio Depurazione Acque Lugano e Dintorni, Via Molinazzo 1, 6934 Bioggio, Switzerland
| | | | - Miguel M Santos
- CIMAR/CIIMAR - LA, Interdisciplinary Centre of Marine and Environmental Research, Group of Endocrine Disruptors and Emerging Contaminants, FCUP, Department of Biology, Faculty of Sciences, University of Porto, Rua do Campo Alegre, 4169-007 Porto, Portugal
| | - Maja Sremački
- University of Novi Sad, Faculty of Technical Sciences, Department of Environmental Engineering and Occupational Safety and Health, Novi Sad, Serbia
| | - Katarzyna Styszko
- AGH University of Science and Technology, Department of Coal Chemistry and Environmental Sciences, Al. Mickiewicza 30, Krakow, Poland
| | - Felix Hernández
- Environmental and Public Health Analytical Chemistry, Research Institute for Pesticides and Water, University Jaume I, 12071 Castellón, Spain
| | - Ettore Zuccato
- Istituto di Ricerche Farmacologiche Mario Negri IRCCS, Department of Environmental Sciences, Via Mario Negri 2, 20156, Milan, Italy
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Bogunović M, Ivančev-Tumbas I, Česen M, Sekulić TD, Prodanović J, Tubić A, Heath D, Heath E. Removal of selected emerging micropollutants from wastewater treatment plant effluent by advanced non-oxidative treatment - A lab-scale case study from Serbia. Sci Total Environ 2021; 765:142764. [PMID: 33268257 DOI: 10.1016/j.scitotenv.2020.142764] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/07/2020] [Revised: 09/19/2020] [Accepted: 09/27/2020] [Indexed: 05/25/2023]
Abstract
The presence of 48 emerging micropollutants was tested in influent and effluent from primary and secondary treatment at a municipal wastewater treatment plant (WWTP) in Serbia. Sixteen emerging micropollutants (active pharmaceutical ingredients, bisphenols, parabens and UV filters) had concentrations >LOQ (max. conc. 33.4 μg/L). The removal efficiency of primary treatment ranged from 2.0% - 96.0%. In the case of secondary treatment, except for ketoprofen (61.0%), diclofenac (62.6%) and carbamazepine (-20.0%), all other measured micropollutants had removal efficiency above 77.0%. Advanced non-oxidative lab-scale treatments were investigated. Powdered activated carbon (PAC) adsorption achieved removal efficiencies in the range 52.4-99.9%, novel coagulation with natural coagulant isolated from beans achieved removal efficiencies in range 3.2-99.9%, conventional coagulation with ferric chloride 3.12-96.4%, combined adsorption/coagulation 2.69-99.9% and combined PAC/ultrafiltration (PAC/UF) 60-99.9%. For most of the micropollutants, their removal efficiencies were similar to that reported in the literature. Novel natural coagulant showed significant potential compared to the conventional coagulant during a short episode of sub-optimal WWTP operation. When natural coagulant was applied as a part of an adsorption/coagulation hybrid process, there was no negative effect on PAC adsorption, while for conventional coagulant that was not always the case. Also, a structure property relationship (SPR) study revealed correlations between the removal efficiency of the majority of treatments applied and total polar surface area (TPSA) of the micropollutants.
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Affiliation(s)
- Minja Bogunović
- University of Novi Sad, Faculty of Sciences, Department of Chemistry, Biochemistry and Environmental Protection, Trg Dositeja Obradovića 3, 21000 Novi Sad, Serbia
| | - Ivana Ivančev-Tumbas
- University of Novi Sad, Faculty of Sciences, Department of Chemistry, Biochemistry and Environmental Protection, Trg Dositeja Obradovića 3, 21000 Novi Sad, Serbia.
| | - Marjeta Česen
- Department of Environmental Sciences, Jožef Stefan Institute, Jamova cesta 39, 1000 Ljubljana, Slovenia; Jožef Stefan International Postgraduate School, Jamova cesta 39, 1000 Ljubljana, Slovenia
| | - Tatjana Djaković Sekulić
- University of Novi Sad, Faculty of Sciences, Department of Chemistry, Biochemistry and Environmental Protection, Trg Dositeja Obradovića 3, 21000 Novi Sad, Serbia
| | - Jelena Prodanović
- University of Novi Sad, Faculty of Technology Novi Sad, Bulevar Cara Lazara 1, 21000 Novi Sad, Serbia
| | - Aleksandra Tubić
- University of Novi Sad, Faculty of Sciences, Department of Chemistry, Biochemistry and Environmental Protection, Trg Dositeja Obradovića 3, 21000 Novi Sad, Serbia
| | - David Heath
- Department of Environmental Sciences, Jožef Stefan Institute, Jamova cesta 39, 1000 Ljubljana, Slovenia
| | - Ester Heath
- Department of Environmental Sciences, Jožef Stefan Institute, Jamova cesta 39, 1000 Ljubljana, Slovenia; Jožef Stefan International Postgraduate School, Jamova cesta 39, 1000 Ljubljana, Slovenia
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Kovačič A, Gys C, Gulin MR, Gornik T, Kosjek T, Heath D, Covaci A, Heath E. Kinetics and biotransformation products of bisphenol F and S during aerobic degradation with activated sludge. J Hazard Mater 2021; 404:124079. [PMID: 33017711 DOI: 10.1016/j.jhazmat.2020.124079] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/12/2020] [Revised: 09/10/2020] [Accepted: 09/21/2020] [Indexed: 06/11/2023]
Abstract
Bisphenol F (BPF) and bisphenol S (BPS) are becoming widespread in the environment despite the lack of information regarding their fate during wastewater treatment and in the environment. This study assessed the biodegradation kinetics of BPF and BPS during biological wastewater treatment with activated sludge using GC-MS/MS, and the identification of biotransformation products (BTPs) using LC-QTOF-MS. The results showed that BPF and BPS degrade readily and unlikely accumulate in biosolids or wastewater effluent (ci = 0.1 mg L-1, half-lives <4.3 days). The first-order kinetic model revealed that BPF (kt = 0.20-0.38) degraded faster than BPS (kt = 0.04-0.16) and that degradation rate decreases with an increasing initial concentration of BPS (half-lives 17.3 days). The absence of any additional organic carbon source significantly slowed down degradation, in particular, that of BPS (lag phase on day 18 instead of day 7). The machine-learning algorithm adopted as part of the non-targeted workflow identified three known BTPs and one novel BTP of BPF, and one known and ten new BTPs of BPS. The data from this study support possible new biodegradation pathways, namely sulphation, methylation, cleavage and the coupling of smaller bisphenol moieties.
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Affiliation(s)
- Ana Kovačič
- Jožef Stefan Institute, Jamova cesta 39, 1000 Ljubljana, Slovenia; International Postgraduate School Jožef Stefan, Jamova cesta 39, 1000 Ljubljana, Slovenia
| | - Celine Gys
- Toxicological Centre, University of Antwerp, Universiteitsplein 1, 2610 Wilrijk, Belgium
| | | | - Tjaša Gornik
- Jožef Stefan Institute, Jamova cesta 39, 1000 Ljubljana, Slovenia; International Postgraduate School Jožef Stefan, Jamova cesta 39, 1000 Ljubljana, Slovenia
| | - Tina Kosjek
- Jožef Stefan Institute, Jamova cesta 39, 1000 Ljubljana, Slovenia; International Postgraduate School Jožef Stefan, Jamova cesta 39, 1000 Ljubljana, Slovenia
| | - David Heath
- Jožef Stefan Institute, Jamova cesta 39, 1000 Ljubljana, Slovenia
| | - Adrian Covaci
- Toxicological Centre, University of Antwerp, Universiteitsplein 1, 2610 Wilrijk, Belgium
| | - Ester Heath
- Jožef Stefan Institute, Jamova cesta 39, 1000 Ljubljana, Slovenia; International Postgraduate School Jožef Stefan, Jamova cesta 39, 1000 Ljubljana, Slovenia.
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Elersek T, Notersberg T, Kovačič A, Heath E, Filipič M. The effects of bisphenol A, F and their mixture on algal and cyanobacterial growth: from additivity to antagonism. Environ Sci Pollut Res Int 2021; 28:3445-3454. [PMID: 32918687 DOI: 10.1007/s11356-020-10329-7] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/01/2020] [Accepted: 07/30/2020] [Indexed: 06/11/2023]
Abstract
Bisphenol A (BPA) is, due to its widespread use including the production of plastic materials, an ubiquitous pollutant in the aquatic environment. Due to evidence of adverse BPA effects on the environment and human health, its use has been restricted and replaced by analogues such as bisphenol F (BPF). This study examined the toxicity of BPA, BPF and their mixture towards primary producers, the eukaryotic green alga Pseudokirchneriella subcapitata and the prokaryotic cyanobacterium Synechococcus leopoliensis. The results demonstrated that S. leopoliensis is more sensitive than P. subcapitata, whereas toxic potential of the two BPs is comparable and represents comparable hazard for phytoplankton. The toxicity of the binary mixture was predicted by different models (concentration addition, independent action, combination index and the isobologram method) and compared to experimental data. Additive effect was observed in P. subcapitata over the whole effect concentration range (EC5-EC90), whereas in S. leopoliensis, no pronounced combined effect was observed. The environmental risk characterisation based on the comparison of reported concentrations of BPA and BPF in surface waters to the predicted no-effect concentration values obtained in this study showed that at certain industrial areas, BPA represents environmental risk, whereas BPF does not. However, BPF concentrations in aquatic environment are expected to increase in the future. To enable environmental risk assessment of BP analogues, more data on the toxicity to aquatic species, including combined effect, as well as data on their occurrence in the aquatic environment are needed.Graphical abstract.
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Affiliation(s)
- Tina Elersek
- Department of Genetic Toxicology and Cancer Biology, National Institute of Biology, Večna pot 111, 1000, Ljubljana, Slovenia.
| | - Tilen Notersberg
- Department of Genetic Toxicology and Cancer Biology, National Institute of Biology, Večna pot 111, 1000, Ljubljana, Slovenia
| | - Ana Kovačič
- Department of Environmental Sciences, Jožef Stefan Institute, Jamova 39, 1000, Ljubljana, Slovenia
- Jožef Stefan, International Postgraduate School, 1000, Ljubljana, Slovenia
| | - Ester Heath
- Department of Environmental Sciences, Jožef Stefan Institute, Jamova 39, 1000, Ljubljana, Slovenia
- Jožef Stefan, International Postgraduate School, 1000, Ljubljana, Slovenia
| | - Metka Filipič
- Department of Genetic Toxicology and Cancer Biology, National Institute of Biology, Večna pot 111, 1000, Ljubljana, Slovenia
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Gornik T, Shinde S, Lamovsek L, Koblar M, Heath E, Sellergren B, Kosjek T. Molecularly Imprinted Polymers for the Removal of Antidepressants from Contaminated Wastewater. Polymers (Basel) 2020; 13:polym13010120. [PMID: 33396803 PMCID: PMC7794900 DOI: 10.3390/polym13010120] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2020] [Revised: 12/21/2020] [Accepted: 12/23/2020] [Indexed: 02/07/2023] Open
Abstract
Selective serotonin reuptake inhibitors (SSRIs) are a class of antidepressants regularly detected in the environment. This indicates that the existing wastewater treatment techniques are not successfully removing them beforehand. This study investigated the potential of molecularly imprinted polymers (MIPs) to serve as sorbents for removal of SSRIs in water treatment. Sertraline was chosen as the template for imprinting. We optimized the composition of MIPs in order to obtain materials with highest capacity, affinity, and selectivity for sertraline. We report the maximum capacity of MIP for sertraline in water at 72.6 mg g−1, and the maximum imprinting factor at 3.7. The MIPs were cross-reactive towards other SSRIs and the metabolite norsertraline. They showed a stable performance in wastewater-relevant pH range between 6 and 8, and were reusable after a short washing cycle. Despite having a smaller surface area between 27.4 and 193.8 m2·g−1, as compared to that of the activated carbon at 1400 m2·g−1, their sorption capabilities in wastewaters were generally superior. The MIPs with higher surface area and pore volume that formed more non-specific interactions with the targets considerably contributed to the overall removal efficiency, which made them better suited for use in wastewater treatment.
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Affiliation(s)
- Tjasa Gornik
- Department of Environmental Sciences, Jozef Stefan Institute, Jamova 39, 1000 Ljubljana, Slovenia; (T.G.); (E.H.)
- Jozef Stefan International Postgraduate School, Jamova 39, 1000 Ljubljana, Slovenia;
| | - Sudhirkumar Shinde
- Department of Biomedical Sciences and Biofilms-Research Center for Biointerfaces (BRCB), Faculty of Health and Society, Malmö University, 20506 Malmö, Sweden; (S.S.); (B.S.)
- School of Chemistry and Chemical Engineering, Queens University Belfast, Belfast BT9 5AG, UK
| | - Lea Lamovsek
- Department of Biopharmacy and Pharmacokinetics, Faculty of Pharmacy, University of Ljubljana, Askerceva 7, 1000 Ljubljana, Slovenia;
| | - Maja Koblar
- Jozef Stefan International Postgraduate School, Jamova 39, 1000 Ljubljana, Slovenia;
- Center for Electron Microscopy and Microanalysis (CEMM), Jamova 39, 1000 Ljubljana, Slovenia
| | - Ester Heath
- Department of Environmental Sciences, Jozef Stefan Institute, Jamova 39, 1000 Ljubljana, Slovenia; (T.G.); (E.H.)
- Jozef Stefan International Postgraduate School, Jamova 39, 1000 Ljubljana, Slovenia;
| | - Börje Sellergren
- Department of Biomedical Sciences and Biofilms-Research Center for Biointerfaces (BRCB), Faculty of Health and Society, Malmö University, 20506 Malmö, Sweden; (S.S.); (B.S.)
| | - Tina Kosjek
- Department of Environmental Sciences, Jozef Stefan Institute, Jamova 39, 1000 Ljubljana, Slovenia; (T.G.); (E.H.)
- Jozef Stefan International Postgraduate School, Jamova 39, 1000 Ljubljana, Slovenia;
- Correspondence: ; Tel.: +386/1-477-3288
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Kovačič A, Škufca D, Zupanc M, Gostiša J, Bizjan B, Krištofelc N, Dolenc MS, Heath E. The removal of bisphenols and other contaminants of emerging concern by hydrodynamic cavitation: From lab-scale to pilot-scale. Sci Total Environ 2020; 743:140724. [PMID: 32653716 DOI: 10.1016/j.scitotenv.2020.140724] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/07/2020] [Revised: 06/20/2020] [Accepted: 07/02/2020] [Indexed: 05/07/2023]
Abstract
The rapid growth in the variety and quantity of contaminants of emerging concern (CEC) in wastewater indicates the necessity for developing efficient and environmentally friendly methods for their removal. This study investigates the removal efficiency of 46 CEC, including 12 bisphenols, from wastewater using a lab and pilot-scale hydrodynamic cavitation generator alone and in combination with UV illumination (pilot-scale). During lab-scale cavitation, the highest removal efficiencies of bisphenols (15-63%) for this specific design of cavitator were obtained at a rotational frequency (vcav) = 9500 rpm and time (tcav) = 10 min. Temperature and the physicochemical properties (e.g. Kow) of the studied compounds also had a significant effect on removal efficiency. At the pilot-scale, 11 CECs were quantifiable in the wastewater influent, and the generator operated at νcav = 2290 and 2700 rpm. The highest removal efficiencies (15-90%) were obtained at a lower νcav = 2290 rpm while neither an increase in νcav, tcav or the presence of UV-C light increased the removal efficiency. A lower νcav also reduced the hydrodynamic power of the cavitator from 477 W to 377 W, resulting in reduced energy consumption. Overall, the results show the potential of hydrodynamic cavitation for a large-scale application as a pre-treatment technology and pave the way for future improvements in the design of cavitation reactors.
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Affiliation(s)
- Ana Kovačič
- Jožef Stefan Institute, Jamova cesta 39, 1000 Ljubljana, Slovenia; International Postgraduate School Jožef Stefan, Jamova cesta 39, 1000 Ljubljana, Slovenia
| | - David Škufca
- Jožef Stefan Institute, Jamova cesta 39, 1000 Ljubljana, Slovenia; International Postgraduate School Jožef Stefan, Jamova cesta 39, 1000 Ljubljana, Slovenia
| | - Mojca Zupanc
- University of Ljubljana, Faculty of Mechanical Engineering, Aškerčeva 6, 1000 Ljubljana, Slovenia
| | - Jurij Gostiša
- University of Ljubljana, Faculty of Mechanical Engineering, Aškerčeva 6, 1000 Ljubljana, Slovenia
| | - Benjamin Bizjan
- University of Ljubljana, Faculty of Mechanical Engineering, Aškerčeva 6, 1000 Ljubljana, Slovenia
| | - Nina Krištofelc
- University of Ljubljana, Faculty of Pharmacy, Department of Pharmaceutical Chemistry, Aškerčeva cesta 7, 1000 Ljubljana, Slovenia
| | - Marija Sollner Dolenc
- University of Ljubljana, Faculty of Pharmacy, Department of Pharmaceutical Chemistry, Aškerčeva cesta 7, 1000 Ljubljana, Slovenia
| | - Ester Heath
- Jožef Stefan Institute, Jamova cesta 39, 1000 Ljubljana, Slovenia; International Postgraduate School Jožef Stefan, Jamova cesta 39, 1000 Ljubljana, Slovenia.
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Kovačič A, Gys C, Gulin MR, Kosjek T, Heath D, Covaci A, Heath E. The migration of bisphenols from beverage cans and reusable sports bottles. Food Chem 2020; 331:127326. [DOI: 10.1016/j.foodchem.2020.127326] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2020] [Revised: 04/26/2020] [Accepted: 06/10/2020] [Indexed: 01/03/2023]
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Marano RBM, Fernandes T, Manaia CM, Nunes O, Morrison D, Berendonk TU, Kreuzinger N, Tenson T, Corno G, Fatta-Kassinos D, Merlin C, Topp E, Jurkevitch E, Henn L, Scott A, Heß S, Slipko K, Laht M, Kisand V, Di Cesare A, Karaolia P, Michael SG, Petre AL, Rosal R, Pruden A, Riquelme V, Agüera A, Esteban B, Luczkiewicz A, Kalinowska A, Leonard A, Gaze WH, Adegoke AA, Stenstrom TA, Pollice A, Salerno C, Schwermer CU, Krzeminski P, Guilloteau H, Donner E, Drigo B, Libralato G, Guida M, Bürgmann H, Beck K, Garelick H, Tacão M, Henriques I, Martínez-Alcalá I, Guillén-Navarro JM, Popowska M, Piotrowska M, Quintela-Baluja M, Bunce JT, Polo-López MI, Nahim-Granados S, Pons MN, Milakovic M, Udikovic-Kolic N, Ory J, Ousmane T, Caballero P, Oliver A, Rodriguez-Mozaz S, Balcazar JL, Jäger T, Schwartz T, Yang Y, Zou S, Lee Y, Yoon Y, Herzog B, Mayrhofer H, Prakash O, Nimonkar Y, Heath E, Baraniak A, Abreu-Silva J, Choudhury M, Munoz LP, Krizanovic S, Brunetti G, Maile-Moskowitz A, Brown C, Cytryn E. A global multinational survey of cefotaxime-resistant coliforms in urban wastewater treatment plants. Environ Int 2020; 144:106035. [PMID: 32835921 DOI: 10.1016/j.envint.2020.106035] [Citation(s) in RCA: 36] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/10/2020] [Revised: 08/02/2020] [Accepted: 08/03/2020] [Indexed: 05/29/2023]
Abstract
The World Health Organization Global Action Plan recommends integrated surveillance programs as crucial strategies for monitoring antibiotic resistance. Although several national surveillance programs are in place for clinical and veterinary settings, no such schemes exist for monitoring antibiotic-resistant bacteria in the environment. In this transnational study, we developed, validated, and tested a low-cost surveillance and easy to implement approach to evaluate antibiotic resistance in wastewater treatment plants (WWTPs) by targeting cefotaxime-resistant (CTX-R) coliforms as indicators. The rationale for this approach was: i) coliform quantification methods are internationally accepted as indicators of fecal contamination in recreational waters and are therefore routinely applied in analytical labs; ii) CTX-R coliforms are clinically relevant, associated with extended-spectrum β-lactamases (ESBLs), and are rare in pristine environments. We analyzed 57 WWTPs in 22 countries across Europe, Asia, Africa, Australia, and North America. CTX-R coliforms were ubiquitous in raw sewage and their relative abundance varied significantly (<0.1% to 38.3%), being positively correlated (p < 0.001) with regional atmospheric temperatures. Although most WWTPs removed large proportions of CTX-R coliforms, loads over 103 colony-forming units per mL were occasionally observed in final effluents. We demonstrate that CTX-R coliform monitoring is a feasible and affordable approach to assess wastewater antibiotic resistance status.
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Affiliation(s)
- Roberto B M Marano
- Department of Agroecology and Plant Health, The Robert H. Smith Faculty of Agriculture, Food and Environment, The Hebrew University of Jerusalem, Rehovot, Israel; Department of Soil Chemistry, Plant Nutrition and Microbiology, Institute of Soil Water and Environmental Sciences, Volcani Center, Agricultural Research Organization, Rishon Lezion, Israel
| | - Telma Fernandes
- Universidade Católica Portuguesa, CBQF - Centro de Biotecnologia e Química Fina - Laboratório Associado, Escola Superior de Biotecnologia, Rua Arquiteto Lobão Vital, 172, 4200-374 Porto, Portugal
| | - Célia M Manaia
- Universidade Católica Portuguesa, CBQF - Centro de Biotecnologia e Química Fina - Laboratório Associado, Escola Superior de Biotecnologia, Rua Arquiteto Lobão Vital, 172, 4200-374 Porto, Portugal
| | - Olga Nunes
- LEPABE, Laboratório de Engenharia de Processos, Ambiente, Biotecnologia e Energia, Faculdade de Engenharia, Universidade do Porto, Rua Dr. Roberto Frias, 4200-465 Porto, Portugal
| | - Donald Morrison
- School Applied Sciences, Edinburgh Napier University, EH11 4BN, UK
| | | | - Norbert Kreuzinger
- Vienna University of Technology, Institute for Water Quality and Resources Management, Vienna, Austria
| | - Tanel Tenson
- Institute of Technology, University of Tartu, Estonia
| | - Gianluca Corno
- CNR-IRSA Molecular Ecology Group, Largo Tonolli 50, 28922 Verbania, Italy
| | - Despo Fatta-Kassinos
- Civil and Environmental Engineering Department and Nireas International Water Research Center, University of Cyprus, P.O. Box 20537, CY-1678 Nicosia, Cyprus
| | | | - Edward Topp
- Agriculture and Agri-Food Canada, London Research and Development Centre (ON), Canada; Department of Biology, University of Western Ontario, London, ON, Canada
| | - Edouard Jurkevitch
- Department of Agroecology and Plant Health, The Robert H. Smith Faculty of Agriculture, Food and Environment, The Hebrew University of Jerusalem, Rehovot, Israel
| | - Leonie Henn
- School Applied Sciences, Edinburgh Napier University, EH11 4BN, UK
| | - Andrew Scott
- Agriculture and Agri-Food Canada, London Research and Development Centre (ON), Canada
| | - Stefanie Heß
- Institute of Hydrobiology, TU Dresden, Dresden, Germany; Institute of Microbiology, TU Dresden, Dresden, Germany
| | - Katarzyna Slipko
- Vienna University of Technology, Institute for Water Quality and Resources Management, Vienna, Austria
| | - Mailis Laht
- Institute of Technology, University of Tartu, Estonia; Estonian Environmental Research Centre, Estonia
| | - Veljo Kisand
- Institute of Technology, University of Tartu, Estonia
| | - Andrea Di Cesare
- CNR-IRSA Molecular Ecology Group, Largo Tonolli 50, 28922 Verbania, Italy
| | - Popi Karaolia
- Civil and Environmental Engineering Department and Nireas International Water Research Center, University of Cyprus, P.O. Box 20537, CY-1678 Nicosia, Cyprus
| | - Stella G Michael
- Civil and Environmental Engineering Department and Nireas International Water Research Center, University of Cyprus, P.O. Box 20537, CY-1678 Nicosia, Cyprus
| | - Alice L Petre
- Department of Chemical Engineering, University of Alcalá, E-28871 Alcalá de Henares, Madrid, Spain
| | - Roberto Rosal
- Department of Chemical Engineering, University of Alcalá, E-28871 Alcalá de Henares, Madrid, Spain
| | - Amy Pruden
- Department of Civil and Environmental Engineering, Virginia Tech, Blacksburg, VA, USA
| | - Virginia Riquelme
- Department of Civil and Environmental Engineering, Virginia Tech, Blacksburg, VA, USA
| | - Ana Agüera
- Solar Energy Research Centre (CIESOL), Joint Centre University of Almería-CIEMAT, 04120 Almería, Spain
| | - Belen Esteban
- Solar Energy Research Centre (CIESOL), Joint Centre University of Almería-CIEMAT, 04120 Almería, Spain
| | - Aneta Luczkiewicz
- Faculty of Civil and Environmental Engineering, Gdansk University of Technology, G. Narutowicza 11/12 street, 80-233 Gdańsk, Poland
| | - Agnieszka Kalinowska
- Faculty of Civil and Environmental Engineering, Gdansk University of Technology, G. Narutowicza 11/12 street, 80-233 Gdańsk, Poland
| | - Anne Leonard
- University of Exeter Medical School, European Centre for Environment and Human Health, Environment and Sustainability Institute, University of Exeter, Penryn campus, TR10 9FE, UK
| | - William H Gaze
- University of Exeter Medical School, European Centre for Environment and Human Health, Environment and Sustainability Institute, University of Exeter, Penryn campus, TR10 9FE, UK
| | - Anthony A Adegoke
- Institute for Water and Wastewater Technology, Durban University of Technology, Durban South Africa; Department of Microbiology, University of Uyo, Uyo, Nigeria
| | - Thor A Stenstrom
- Institute for Water and Wastewater Technology, Durban University of Technology, Durban South Africa
| | | | | | - Carsten U Schwermer
- Norwegian Institute for Water Research, Gaustadalléen 21, N-0349 Oslo, Norway
| | - Pawel Krzeminski
- Norwegian Institute for Water Research, Gaustadalléen 21, N-0349 Oslo, Norway
| | | | - Erica Donner
- Future Industries Institute, University of South Australia, Adelaide, SA 5001, Australia
| | - Barbara Drigo
- Future Industries Institute, University of South Australia, Adelaide, SA 5001, Australia
| | - Giovanni Libralato
- Department of Biology, University of Naples Federico II, via Cinthia 21, 80126 Naples, Italy
| | - Marco Guida
- Department of Biology, University of Naples Federico II, via Cinthia 21, 80126 Naples, Italy
| | - Helmut Bürgmann
- Eawag, Swiss Federal Institute of Aquatic Science and Technology, 6047 Kastanienbaum, Switzerland
| | - Karin Beck
- Eawag, Swiss Federal Institute of Aquatic Science and Technology, 6047 Kastanienbaum, Switzerland
| | - Hemda Garelick
- Department of Natural Sciences, Middlesex University, London NW4 4BT, UK
| | - Marta Tacão
- CESAM and Department of Biology, University of Aveiro, Campus Universitário de Santiago, 3810-193, Portugal
| | - Isabel Henriques
- CESAM and Department of Biology, University of Aveiro, Campus Universitário de Santiago, 3810-193, Portugal; University of Coimbra, Department of Life Sciences, Calçada Martim de Freitas, 3000-456 Coimbra, Portugal
| | - Isabel Martínez-Alcalá
- Department of Civil Engineering, Av. de los Jerónimos, 135, 30107 Guadalupe, Murcia, Spain
| | - Jose M Guillén-Navarro
- Department of Civil Engineering, Av. de los Jerónimos, 135, 30107 Guadalupe, Murcia, Spain
| | - Magdalena Popowska
- Institute of Microbiology, Department of Applied Microbiology, Faculty of Biology, University of Warsaw, Poland
| | - Marta Piotrowska
- Institute of Microbiology, Department of Applied Microbiology, Faculty of Biology, University of Warsaw, Poland
| | | | - Joshua T Bunce
- School of Engineering, Newcastle University, Newcastle Upon Tyne, UK
| | - Maria I Polo-López
- Solar Energy Research Centre (CIESOL), Joint Centre University of Almería-CIEMAT, 04120 Almería, Spain; Plataforma Solar de Almería - CIEMAT, P.O. Box 22, 04200 Tabernas, Almería, Spain
| | - Samira Nahim-Granados
- Solar Energy Research Centre (CIESOL), Joint Centre University of Almería-CIEMAT, 04120 Almería, Spain; Plataforma Solar de Almería - CIEMAT, P.O. Box 22, 04200 Tabernas, Almería, Spain
| | | | | | | | - Jérôme Ory
- Laboratoire "Microorganisme: Génome et Environnement", Université Clermont Auvergne, BP 10448, F-63000 Clermont-Ferrand, France; CNRS, UMR 6023, LMGE, F-63170 Campus Universitaire des Cézeaux, Clermont-Ferrand, France; Service d'hygiène hospitalière, CHU Clermont-Ferrand, Clermont-Ferrand, France
| | - Traore Ousmane
- Laboratoire "Microorganisme: Génome et Environnement", Université Clermont Auvergne, BP 10448, F-63000 Clermont-Ferrand, France; CNRS, UMR 6023, LMGE, F-63170 Campus Universitaire des Cézeaux, Clermont-Ferrand, France; Service d'hygiène hospitalière, CHU Clermont-Ferrand, Clermont-Ferrand, France
| | | | - Antoni Oliver
- Laboratori EMATSA, Ctra Valls Km 3, 43130 Tarragona, Spain
| | | | - Jose L Balcazar
- Catalan Institute for Water Research (ICRA), 17003 Girona, Spain
| | - Thomas Jäger
- Institute of Functional Interfaces (IFG), Karlsruhe Institute of Technology (KIT), Eggenstein-Leopoldshafen, Germany
| | - Thomas Schwartz
- Institute of Functional Interfaces (IFG), Karlsruhe Institute of Technology (KIT), Eggenstein-Leopoldshafen, Germany
| | - Ying Yang
- School of Marine Sciences, Sun Yat-sen University, Guangzhou, China
| | - Shichun Zou
- School of Marine Sciences, Sun Yat-sen University, Guangzhou, China
| | - Yunho Lee
- School of Earth Sciences and Environmental Engineering, Gwangju Institute of Science and Technology (GIST), Gwangju 61005, Republic of Korea
| | - Younggun Yoon
- School of Earth Sciences and Environmental Engineering, Gwangju Institute of Science and Technology (GIST), Gwangju 61005, Republic of Korea
| | - Bastian Herzog
- Chair of Urban Water Systems Engineering, Technical University of Munich (TUM), Germany
| | - Heidrun Mayrhofer
- Chair of Urban Water Systems Engineering, Technical University of Munich (TUM), Germany
| | - Om Prakash
- National Centre for Microbial Resource (NCMR), National Centre for Cell Science, Pune 411007, India
| | - Yogesh Nimonkar
- National Centre for Microbial Resource (NCMR), National Centre for Cell Science, Pune 411007, India
| | - Ester Heath
- Jozef Stefan Institute, Jamova 39 1000 Ljubljana, Slovenia
| | - Anna Baraniak
- National Medicines Institute, Department of Molecular Microbiology, Chelmska 30/34, 00-725 Warsaw, Poland
| | - Joana Abreu-Silva
- Universidade Católica Portuguesa, CBQF - Centro de Biotecnologia e Química Fina - Laboratório Associado, Escola Superior de Biotecnologia, Rua Arquiteto Lobão Vital, 172, 4200-374 Porto, Portugal
| | - Manika Choudhury
- Department of Natural Sciences, Middlesex University, London NW4 4BT, UK
| | - Leonardo P Munoz
- Department of Natural Sciences, Middlesex University, London NW4 4BT, UK
| | | | - Gianluca Brunetti
- Future Industries Institute, University of South Australia, Adelaide, SA 5001, Australia
| | | | - Connor Brown
- Department of Civil and Environmental Engineering, Virginia Tech, Blacksburg, VA, USA
| | - Eddie Cytryn
- Department of Soil Chemistry, Plant Nutrition and Microbiology, Institute of Soil Water and Environmental Sciences, Volcani Center, Agricultural Research Organization, Rishon Lezion, Israel.
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Gornik T, Kovacic A, Heath E, Hollender J, Kosjek T. Biotransformation study of antidepressant sertraline and its removal during biological wastewater treatment. Water Res 2020; 181:115864. [PMID: 32480056 DOI: 10.1016/j.watres.2020.115864] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/11/2020] [Revised: 04/19/2020] [Accepted: 04/21/2020] [Indexed: 06/11/2023]
Abstract
Sertraline is one of the most commonly prescribed antidepressants in the last few years. Therefore, it is not surprising that it is regularly detected in wastewaters, surface waters, sediments, biosolids and biota. Effluents from wastewater treatment plants are the main contributors to its presence in the environment. The presented study aims to elucidate the processes involved in its removal, concentrating mainly on sorption and biodegradation during wastewater treatment. We performed our laboratory scale experiments in two sets of experiments: 1) batch biodegradation and sorption experiments and 2) flow-through laboratory scale pilot wastewater treatment bioreactors. The batch experiments revealed that sorption to activated sludge was the leading removal process, eliminating up to 90% of sertraline present in the batches. Biodegradation was however the secondary removal process, influenced by the presence of alternative easily biodegradable carbon sources. We postulated chemical structures of ten detected biotransformation products. Among these, we propose the previously recognized metabolite norsertraline, sertraline ketone and hydroxy-sertraline. All the remaining biotransformation products are herein reported for the first time. The removal efficiency of approximately 94% was determined after the treatment in the flow-through bioreactors. To support our findings, we sampled influents and effluents from two wastewater treatment plants and untreated wastewater from a psychiatric hospital. Removal efficiencies of 81% and 77% were determined, and along with the parent compound sertraline, the presence of eight transformation products was confirmed in the actual wastewaters.
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Affiliation(s)
- Tjasa Gornik
- Jozef Stefan Institute, Department of Environmental Sciences, Jamova 39, Ljubljana, Slovenia; Jozef Stefan International Postgraduate School, Jamova 39, Ljubljana, Slovenia
| | - Ana Kovacic
- Jozef Stefan Institute, Department of Environmental Sciences, Jamova 39, Ljubljana, Slovenia; Jozef Stefan International Postgraduate School, Jamova 39, Ljubljana, Slovenia
| | - Ester Heath
- Jozef Stefan Institute, Department of Environmental Sciences, Jamova 39, Ljubljana, Slovenia; Jozef Stefan International Postgraduate School, Jamova 39, Ljubljana, Slovenia
| | - Juliane Hollender
- Eawag, Swiss Federal Institute of Aquatic Science and Technology, 8600, Dübendorf, Switzerland; Institute of Biogeochemistry and Pollutant Dynamics, ETH Zürich, 8092, Zürich, Switzerland
| | - Tina Kosjek
- Jozef Stefan Institute, Department of Environmental Sciences, Jamova 39, Ljubljana, Slovenia; Jozef Stefan International Postgraduate School, Jamova 39, Ljubljana, Slovenia.
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40
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Maynard E, Heath E, Hilts M, Jirasek A. Evaluation of an x-ray CT polymer gel dosimetry system in the measurement of deformed dose. Biomed Phys Eng Express 2020; 6:035031. [PMID: 33438676 DOI: 10.1088/2057-1976/ab895a] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Abstract
This study is an evaluation of the use of a N-isopropylacrylamide (NIPAM)-based x-ray CT polymer gel dosimetry (PGD) system in the measurement of deformed dose. This work also compares dose that is measured by the gel dosimetry system to dose calculated by a novel deformable dose accumulation algorithm, defDOSXYZnrc, that uses direct voxel tracking. Deformable gels were first irradiated using a single 3.5 × 5 cm2 open field and the static dose was compared to defDOSXYZnrc as a control measurement. Gel measurement was found to be in excellent agreement with defDOSXYZnrc in the static case with gamma passing rates of 94.5% using a 3%/3 mm criterion and 93.3% using a 3%/2 mm criterion. Following the static measurements, a deformable gel was irradiated with the same single field under an external compression of 25 mm and then released from this compression for dosimetric read out. The measured deformed dose was then compared to deformed dose calculated by defDOSXYZnrc based on deformation vectors produced by the Velocity AI deformable image registration (DIR) algorithm. In the deformed dose distribution there were differences in the measured and calculated field position of up to 0.8 mm and differences in the measured in calculated field size of up to 11.9 mm. Gamma pass rates were 60.0% using a 3%/3 mm criterion and 56.8% using a 3%/2 mm criterion for the deforming measurements representing a decrease in agreement compared to the control measurements. Further analysis showed that passing rates increased to 86.5% using a 3%/3 mm criterion and 70.5% using a 3%/2 mm criterion in voxels within 5 mm of fiducial markers used to guide the deformable image registration. This work represents the first measurement of deformed dose using x-ray CT polymer gel dosimetry. Overall these results highlight some of the challenges in the calculation and measurement of deforming dose and provide insight into possible strategies for improvement.
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Affiliation(s)
- E Maynard
- Department of Physics and Astronomy, University of Victoria, Victoria, BC V8W 2Y2, Canada
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41
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Nannou C, Ofrydopoulou A, Evgenidou E, Heath D, Heath E, Lambropoulou D. Antiviral drugs in aquatic environment and wastewater treatment plants: A review on occurrence, fate, removal and ecotoxicity. Sci Total Environ 2020; 699:134322. [PMID: 31678880 DOI: 10.1016/j.scitotenv.2019.134322] [Citation(s) in RCA: 51] [Impact Index Per Article: 12.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/13/2019] [Revised: 09/04/2019] [Accepted: 09/05/2019] [Indexed: 05/23/2023]
Abstract
The environmental release of antiviral drugs is of considerable concern due to potential ecosystem alterations and the development of antiviral resistance. As a result, interest on their occurrence and fate in natural and engineered systems has grown substantially in recent years. The main scope of this review is to fill the void of information on the knowledge on the worldwide occurrence of antiviral drugs in wastewaters and natural waters and correlate their levels with their environmental fate. According to the conducted literature survey, few monitoring data exists for several European countries, such as Germany, France, and the UK. Lesser data are available for Asia, where approximately 80% of the studies focus on Japan. Several articles study the occurrence of mostly antiretroantivirals in sub-Saharan African countries, while there is a lack of data for other developing regions of the world, including the rest of Africa, South America, and the biggest part of Asia. An importantly smaller number of studies exists for North America, while no studies exist for Oceania. The against innfluenza drug oseltamivir along with its active carboxy metabolite is found to be the most studied antiviral drug. The distribution of antiviral drugs across all geographic regions varies from low ng L-1 to high μg L-1 levels, in some cases, even in surface waters. This overarching review reveals that monitoring of antiviral drugs is necessary, and some of those compounds may require toxicological attention, in the light of either spatial and temporal high concentration or potential antiviral resistance. Based on the information provided herein, the need for a better understanding of the water quality hazards posed by antiviral drugs existence in wastewater outputs and freshwater ecosystems is demosntrated. Finally, the future challenges concerning the occurrence, fate, and potential ecotoxicological risk to organisms posed by antiviral drug residues are discussed.
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Affiliation(s)
- Christina Nannou
- Department of Chemistry, Aristotle University of Thessaloniki. GR 54124, Thessaloniki, Greece
| | - Anna Ofrydopoulou
- Department of Chemistry, Aristotle University of Thessaloniki. GR 54124, Thessaloniki, Greece
| | - Eleni Evgenidou
- Department of Chemistry, Aristotle University of Thessaloniki. GR 54124, Thessaloniki, Greece
| | - David Heath
- Department of Environmental Sciences, Jožef Stefan Institute, Jamova cesta 39, 1000 Ljubljana, Slovenia
| | - Ester Heath
- Department of Environmental Sciences, Jožef Stefan Institute, Jamova cesta 39, 1000 Ljubljana, Slovenia; Jožef Stefan International Postgraduate School, Jamova cesta 39, 1000 Ljubljana, Slovenia
| | - Dimitra Lambropoulou
- Department of Chemistry, Aristotle University of Thessaloniki. GR 54124, Thessaloniki, Greece.
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42
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Gornik T, Vozic A, Heath E, Trontelj J, Roskar R, Zigon D, Vione D, Kosjek T. Determination and photodegradation of sertraline residues in aqueous environment. Environ Pollut 2020; 256:113431. [PMID: 31677867 DOI: 10.1016/j.envpol.2019.113431] [Citation(s) in RCA: 23] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/07/2019] [Revised: 10/15/2019] [Accepted: 10/17/2019] [Indexed: 06/10/2023]
Abstract
Sertraline is an antidepressant drug that has been frequently reported in the aquatic environment and biota. While the research has mostly dealt with its occurrence and toxicity, there is a lack of information pertaining to its environmental transformation. The present study aimed to fill in these gaps by giving an insight into mechanisms of sertraline phototransformation in surface waters, which was recognized as the main transformation pathway for this contaminant. We performed photodegradation experiments in presence of photosensitizers or reaction quenchers to determine rate constants and used them to predict sertraline phototransformation kinetics by "Aqueous Photochemistry of Environmentally occurring Xenobiotics" (APEX) software. It was established that sertraline degrades by pseudo-first order kinetics mostly dominated by direct photolysis, while the presence of certain reactive species including •OH, CO3-• and 3CDOM* further accelerate the compound's breakdown rate. To validate the predicted results, sertraline-spiked surface water was irradiated by sunlight, where the half-life of sertraline at around 1.4 days was estimated. While following the photodegradation kinetics, we also identified five transformation products, of which three were determined in Slovenian surface waters. According to the ECOSAR toxicity prediction, these transformation products will either have comparable or lower toxicity than their parent compound.
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Affiliation(s)
- Tjasa Gornik
- Jozef Stefan Institute, Department of Environmental Sciences, Jamova 39, Ljubljana, Slovenia; Jozef Stefan International Postgraduate School, Jamova 39, Ljubljana, Slovenia
| | - Anja Vozic
- University of Ljubljana, Faculty of Pharmacy, Department of Biopharmacy and Pharmacokinetics, Askerceva 7, Ljubljana, Slovenia
| | - Ester Heath
- Jozef Stefan Institute, Department of Environmental Sciences, Jamova 39, Ljubljana, Slovenia; Jozef Stefan International Postgraduate School, Jamova 39, Ljubljana, Slovenia
| | - Jurij Trontelj
- University of Ljubljana, Faculty of Pharmacy, Department of Biopharmacy and Pharmacokinetics, Askerceva 7, Ljubljana, Slovenia
| | - Robert Roskar
- University of Ljubljana, Faculty of Pharmacy, Department of Biopharmacy and Pharmacokinetics, Askerceva 7, Ljubljana, Slovenia
| | - Dusan Zigon
- Jozef Stefan Institute, Department of Environmental Sciences, Jamova 39, Ljubljana, Slovenia
| | - Davide Vione
- University of Turin, Department of Chemistry, Via Pietro Giuria 5, Torino, Italy
| | - Tina Kosjek
- Jozef Stefan Institute, Department of Environmental Sciences, Jamova 39, Ljubljana, Slovenia; Jozef Stefan International Postgraduate School, Jamova 39, Ljubljana, Slovenia.
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43
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González‐Mariño I, Baz‐Lomba JA, Alygizakis NA, Andrés‐Costa MJ, Bade R, Barron LP, Been F, Berset J, Bijlsma L, Bodík I, Brenner A, Brock AL, Burgard DA, Castrignanò E, Christophoridis CE, Covaci A, de Voogt P, Devault DA, Dias MJ, Emke E, Fatta‐Kassinos D, Fedorova G, Fytianos K, Gerber C, Grabic R, Grüner S, Gunnar T, Hapeshi E, Heath E, Helm B, Hernández F, Kankaanpaa A, Karolak S, Kasprzyk‐Hordern B, Krizman‐Matasic I, Lai FY, Lechowicz W, Lopes A, López de Alda M, López‐García E, Löve ASC, Mastroianni N, McEneff GL, Montes R, Munro K, Nefau T, Oberacher H, O'Brien JW, Olafsdottir K, Picó Y, Plósz BG, Polesel F, Postigo C, Quintana JB, Ramin P, Reid MJ, Rice J, Rodil R, Senta I, Simões SM, Sremacki MM, Styszko K, Terzic S, Thomaidis NS, Thomas KV, Tscharke BJ, van Nuijs ALN, Yargeau V, Zuccato E, Castiglioni S, Ort C, Terzic S, Thomaidis NS, Thomas KV, Tscharke BJ, Udrisard R, van Nuijs ALN, Yargeau V, Zuccato E, Castiglioni S, Ort C. Spatio-temporal assessment of illicit drug use at large scale: evidence from 7 years of international wastewater monitoring. Addiction 2020; 115:109-120. [PMID: 31642141 PMCID: PMC6973045 DOI: 10.1111/add.14767] [Citation(s) in RCA: 129] [Impact Index Per Article: 32.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/21/2018] [Revised: 07/15/2019] [Accepted: 07/23/2019] [Indexed: 02/04/2023]
Abstract
BACKGROUND AND AIMS Wastewater-based epidemiology is an additional indicator of drug use that is gaining reliability to complement the current established panel of indicators. The aims of this study were to: (i) assess spatial and temporal trends of population-normalized mass loads of benzoylecgonine, amphetamine, methamphetamine and 3,4-methylenedioxymethamphetamine (MDMA) in raw wastewater over 7 years (2011-17); (ii) address overall drug use by estimating the average number of combined doses consumed per day in each city; and (iii) compare these with existing prevalence and seizure data. DESIGN Analysis of daily raw wastewater composite samples collected over 1 week per year from 2011 to 2017. SETTING AND PARTICIPANTS Catchment areas of 143 wastewater treatment plants in 120 cities in 37 countries. MEASUREMENTS Parent substances (amphetamine, methamphetamine and MDMA) and the metabolites of cocaine (benzoylecgonine) and of Δ9 -tetrahydrocannabinol (11-nor-9-carboxy-Δ9 -tetrahydrocannabinol) were measured in wastewater using liquid chromatography-tandem mass spectrometry. Daily mass loads (mg/day) were normalized to catchment population (mg/1000 people/day) and converted to the number of combined doses consumed per day. Spatial differences were assessed world-wide, and temporal trends were discerned at European level by comparing 2011-13 drug loads versus 2014-17 loads. FINDINGS Benzoylecgonine was the stimulant metabolite detected at higher loads in southern and western Europe, and amphetamine, MDMA and methamphetamine in East and North-Central Europe. In other continents, methamphetamine showed the highest levels in the United States and Australia and benzoylecgonine in South America. During the reporting period, benzoylecgonine loads increased in general across Europe, amphetamine and methamphetamine levels fluctuated and MDMA underwent an intermittent upsurge. CONCLUSIONS The analysis of wastewater to quantify drug loads provides near real-time drug use estimates that globally correspond to prevalence and seizure data.
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Affiliation(s)
- Iria González‐Mariño
- Institute for Food Analysis and Research, Department of Analytical ChemistryUniversidade de Santiago de CompostelaSantiago de CompostelaSpain,Faculty of Chemical Sciences, Department of Analytical Chemistry, Nutrition and BromatologyUniversity of SalamancaSalamancaSpain
| | | | - Nikiforos A. Alygizakis
- Department of Chemistry, Laboratory of Analytical ChemistryNational and Kapodistrian University of AthensAthensGreece
| | | | - Richard Bade
- School of Pharmacy and Medical SciencesUniversity of South AustraliaAdelaideSouth AustraliaAustralia
| | - Leon P. Barron
- King's ForensicsSchool of Population Health and Environmental Sciences, King's College LondonLondonUK
| | - Frederic Been
- KWR Water Research InstituteNieuwegeinthe Netherlands
| | | | - Lubertus Bijlsma
- Research Institute for Pesticides and Water, University Jaume ICastellónSpain
| | - Igor Bodík
- Department of Environmental Engineering, Faculty of Chemical and Food TechnologySlovak University of TechnologyBratislavaSlovakia
| | - Asher Brenner
- Unit of Environmental EngineeringBen‐Gurion University of the NegevBeer‐ShevaIsrael
| | - Andreas L. Brock
- Department of Environmental EngineeringTechnical University of DenmarkKongens LyngbyDenmark
| | | | - Erika Castrignanò
- Department of ChemistryUniversity of BathBathUK,Department of Analytical, Environmental and Forensic SciencesKing's College LondonLondonUK
| | | | - Adrian Covaci
- Department of Pharmaceutical SciencesToxicological CenterAntwerpBelgium
| | - Pim de Voogt
- IBEDUniversity of AmsterdamAmsterdamthe Netherlands
| | - Damien A. Devault
- Université Paris‐Sud, CNRS, AgroParisTech, Université Paris‐SaclayChatenay‐MalabryFrance
| | - Mário J. Dias
- National Institute of Legal Medicine and Forensic SciencesLisbonPortugal
| | - Erik Emke
- KWR Water Research InstituteNieuwegeinthe Netherlands
| | - Despo Fatta‐Kassinos
- NIREAS‐International Water Research Center, Department of Civil and Environmental EngineeringUniversity of CyprusNicosiaCyprus
| | - Ganna Fedorova
- Faculty of Fisheries and Protection of WatersUniversity of South Bohemia in Ceske BudejoviceZatisiCzech Republic
| | - Konstantinos Fytianos
- Environmental Pollution Control Laboratory, Chemistry DepartmentAristotle University of ThessalonikiThessalonikiGreece
| | - Cobus Gerber
- School of Pharmacy and Medical SciencesUniversity of South AustraliaAdelaideSouth AustraliaAustralia
| | - Roman Grabic
- Faculty of Fisheries and Protection of WatersUniversity of South Bohemia in Ceske BudejoviceZatisiCzech Republic
| | - Stefan Grüner
- Chair of Urban Water ManagementTechnische Universität DresdenDresdenGermany
| | - Teemu Gunnar
- Forensic ToxicologyNational Institute for Health and Welfare (THL)HelsinkiFinland
| | - Evroula Hapeshi
- NIREAS‐International Water Research Center, Department of Civil and Environmental EngineeringUniversity of CyprusNicosiaCyprus
| | - Ester Heath
- Department of Environmental SciencesJožef Stefan InstituteLjubljanaSlovenia
| | - Björn Helm
- Chair of Urban Water ManagementTechnische Universität DresdenDresdenGermany
| | - Félix Hernández
- Research Institute for Pesticides and Water, University Jaume ICastellónSpain
| | - Aino Kankaanpaa
- Forensic ToxicologyNational Institute for Health and Welfare (THL)HelsinkiFinland
| | - Sara Karolak
- Université Paris‐Sud, CNRS, AgroParisTech, Université Paris‐SaclayChatenay‐MalabryFrance
| | | | - Ivona Krizman‐Matasic
- Division for Marine and Environmental ResearchRudjer Boskovic InstituteZagrebCroatia
| | - Foon Yin Lai
- Department of Aquatic Sciences and AssessmentSwedish University of Agricultural Sciences (SLU)UppsalaSweden
| | | | - Alvaro Lopes
- Faculty of PharmacyUniversity of LisbonLisbonPortugal
| | - Miren López de Alda
- Water and Soil Quality Research Group, Department of Environmental ChemistryInstitute of Environmental Assessment and Water Research (IDAEA‐CSIC)BarcelonaSpain
| | - Ester López‐García
- Water and Soil Quality Research Group, Department of Environmental ChemistryInstitute of Environmental Assessment and Water Research (IDAEA‐CSIC)BarcelonaSpain
| | - Arndís S. C. Löve
- Department of Pharmacology and ToxicologyUniversity of IcelandReykjavíkIceland
| | - Nicola Mastroianni
- Water and Soil Quality Research Group, Department of Environmental ChemistryInstitute of Environmental Assessment and Water Research (IDAEA‐CSIC)BarcelonaSpain
| | - Gillian L. McEneff
- King's ForensicsSchool of Population Health and Environmental Sciences, King's College LondonLondonUK
| | - Rosa Montes
- Institute for Food Analysis and Research, Department of Analytical ChemistryUniversidade de Santiago de CompostelaSantiago de CompostelaSpain
| | - Kelly Munro
- King's ForensicsSchool of Population Health and Environmental Sciences, King's College LondonLondonUK
| | - Thomas Nefau
- Université Paris‐Sud, CNRS, AgroParisTech, Université Paris‐SaclayChatenay‐MalabryFrance
| | - Herbert Oberacher
- Institute of Legal Medicine and Core Facility MetabolomicsMedical University of InnsbruckInnsbruckAustria
| | - Jake W. O'Brien
- Queensland Alliance for Environmental Health Sciences (QAEHS)The University of QueenslandWoolloongabbaQLDAustralia
| | - Kristin Olafsdottir
- Department of Pharmacology and ToxicologyUniversity of IcelandReykjavíkIceland
| | - Yolanda Picó
- Food and Environmental Safety Research GroupUniversity of ValenciaMoncadaSpain
| | - Benedek G. Plósz
- Department of Environmental EngineeringTechnical University of DenmarkKongens LyngbyDenmark,Department of Chemical EngineeringUniversity of BathBathUK
| | - Fabio Polesel
- Department of Environmental EngineeringTechnical University of DenmarkKongens LyngbyDenmark
| | - Cristina Postigo
- Water and Soil Quality Research Group, Department of Environmental ChemistryInstitute of Environmental Assessment and Water Research (IDAEA‐CSIC)BarcelonaSpain
| | - José Benito Quintana
- Institute for Food Analysis and Research, Department of Analytical ChemistryUniversidade de Santiago de CompostelaSantiago de CompostelaSpain
| | - Pedram Ramin
- Department of Environmental EngineeringTechnical University of DenmarkKongens LyngbyDenmark,Process and Systems Engineering Center (PROSYS), Department of Chemical and Biochemical EngineeringTechnical University of DenmarkKongens LyngbyDenmark
| | | | - Jack Rice
- Department of ChemistryUniversity of BathBathUK
| | - Rosario Rodil
- Institute for Food Analysis and Research, Department of Analytical ChemistryUniversidade de Santiago de CompostelaSantiago de CompostelaSpain
| | - Ivan Senta
- Division for Marine and Environmental ResearchRudjer Boskovic InstituteZagrebCroatia
| | - Susana M. Simões
- National Institute of Legal Medicine and Forensic SciencesLisbonPortugal
| | - Maja M. Sremacki
- Faculty of Technical Sciences, Department of Environmental Engineering and Occupational SafetyUniversity of Novi SadNovi SadSerbia
| | - Katarzyna Styszko
- Department of Coal Chemistry and Environmental SciencesAGH University of Science and TechnologyKrakowPoland
| | - Senka Terzic
- Division for Marine and Environmental ResearchRudjer Boskovic InstituteZagrebCroatia
| | - Nikolaos S. Thomaidis
- Department of Chemistry, Laboratory of Analytical ChemistryNational and Kapodistrian University of AthensAthensGreece
| | - Kevin V. Thomas
- Norwegian Institute for Water Research (NIVA)OsloNorway,Queensland Alliance for Environmental Health Sciences (QAEHS)The University of QueenslandWoolloongabbaQLDAustralia
| | - Ben J. Tscharke
- Queensland Alliance for Environmental Health Sciences (QAEHS)The University of QueenslandWoolloongabbaQLDAustralia
| | | | - Viviane Yargeau
- Department of Chemical EngineeringMcGill UniversityMontreal, QuebecCanada
| | - Ettore Zuccato
- Istituto di Ricerche Farmacologiche Mario Negri IRCCSMilanItaly
| | | | - Christoph Ort
- Eawag, Urban Water ManagementSwiss Federal Institute of Aquatic Science and TechnologyDübendorfSwitzerland
| | - Senka Terzic
- Division for Marine and Environmental Research, Rudjer Boskovic Institute, Zagreb, Croatia
| | - Nikolaos S Thomaidis
- Department of Chemistry, Laboratory of Analytical Chemistry, National and Kapodistrian University of Athens, Athens, Greece
| | - Kevin V Thomas
- Norwegian Institute for Water Research (NIVA), Oslo, Norway.,Queensland Alliance for Environmental Health Sciences (QAEHS), The University of Queensland, Woolloongabba, QLD, Australia
| | - Ben J Tscharke
- Queensland Alliance for Environmental Health Sciences (QAEHS), The University of Queensland, Woolloongabba, QLD, Australia
| | - Robin Udrisard
- Ecole des Sciences Criminelles, University of Lausanne, Lausanne, Switzerland
| | | | - Viviane Yargeau
- Department of Chemical Engineering, McGill University, Montreal, Quebec, Canada
| | - Ettore Zuccato
- Istituto di Ricerche Farmacologiche Mario Negri IRCCS, Milan, Italy
| | - Sara Castiglioni
- Istituto di Ricerche Farmacologiche Mario Negri IRCCS, Milan, Italy
| | - Christoph Ort
- Eawag, Urban Water Management, Swiss Federal Institute of Aquatic Science and Technology, Dübendorf, Switzerland
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Kovačič A, Česen M, Laimou-Geraniou M, Lambropoulou D, Kosjek T, Heath D, Heath E. Stability, biological treatment and UV photolysis of 18 bisphenols under laboratory conditions. Environ Res 2019; 179:108738. [PMID: 31542492 DOI: 10.1016/j.envres.2019.108738] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/28/2019] [Revised: 09/09/2019] [Accepted: 09/10/2019] [Indexed: 05/17/2023]
Abstract
The limited knowledge on the stability, removal, and the fate of bisphenol A analogues in the aqueous environment led us to assess the removal by hydrolysis, adsorption, biological treatment and UV photolysis of eighteen common bisphenol compounds (BPs). Hydrolysis of BPs does not occur. The main factor affecting their stability in wastewater samples is storage time, and safe storage conditions were found to be -20 °C or 4 °C for up to four weeks. The results also revealed no significant reduction in the levels of BPs standards when stored in either methanol or ultrapure water. BPE was found to be the most stable, followed by BPF isomers, BPS and BPF, while BP26DM was the least stable and BPM, BPPH, BPP, BPBP and BPFL were quickly adsorbed. For most BPs, the removal efficiency of biological treatment was >85%, and there was no difference between the suspended activated sludge and moving bed bioreactors. Different adsorption affinities of the BPs to biomass were observed and reflect the differences in their Kow. In terms of degradability, direct UV photolysis in water produced three groups of BPs: (A) highly removable (RE > 94%), (B) moderately removable (RE 50-80%) and (C) poorly removable (RE 25-45%). In nearly all cases degradation followed pseudo-first-order kinetics.
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Affiliation(s)
- Ana Kovačič
- Department of Environmental Sciences, Jožef Stefan Institute, Jamova Cesta 39, 1000, Ljubljana, Slovenia; Jožef Stefan International Postgraduate School, Jamova Cesta 39, 1000, Ljubljana, Slovenia
| | - Marjeta Česen
- Department of Environmental Sciences, Jožef Stefan Institute, Jamova Cesta 39, 1000, Ljubljana, Slovenia; Jožef Stefan International Postgraduate School, Jamova Cesta 39, 1000, Ljubljana, Slovenia
| | - Maria Laimou-Geraniou
- Department of Chemistry, Aristotle University of Thessaloniki, University Campus, 54124, Thessaloniki, Greece
| | - Dimitra Lambropoulou
- Department of Chemistry, Aristotle University of Thessaloniki, University Campus, 54124, Thessaloniki, Greece
| | - Tina Kosjek
- Department of Environmental Sciences, Jožef Stefan Institute, Jamova Cesta 39, 1000, Ljubljana, Slovenia; Jožef Stefan International Postgraduate School, Jamova Cesta 39, 1000, Ljubljana, Slovenia
| | - David Heath
- Jožef Stefan International Postgraduate School, Jamova Cesta 39, 1000, Ljubljana, Slovenia
| | - Ester Heath
- Department of Environmental Sciences, Jožef Stefan Institute, Jamova Cesta 39, 1000, Ljubljana, Slovenia; Jožef Stefan International Postgraduate School, Jamova Cesta 39, 1000, Ljubljana, Slovenia.
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45
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Golubović J, Heath E, Heath D. Validation challenges in liquid chromatography-tandem mass spectrometry methods for the analysis of naturally occurring compounds in foodstuffs. Food Chem 2019; 294:46-55. [DOI: 10.1016/j.foodchem.2019.04.069] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2018] [Revised: 04/18/2019] [Accepted: 04/18/2019] [Indexed: 02/01/2023]
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46
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Kovačič A, Gys C, Kosjek T, Covaci A, Heath E. Photochemical degradation of BPF, BPS and BPZ in aqueous solution: Identification of transformation products and degradation kinetics. Sci Total Environ 2019; 664:595-604. [PMID: 30763840 DOI: 10.1016/j.scitotenv.2019.02.064] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/21/2018] [Revised: 02/03/2019] [Accepted: 02/04/2019] [Indexed: 06/09/2023]
Abstract
Bisphenols (BPs) are industrial chemicals that are used as monomers in the production of polycarbonate plastics and epoxy resins. These compounds can leach into the aqueous environment, where they can potentially have toxic effects. The aim of this study was to assess the photochemical degradation of three common bisphenols: BPF, BPS and BPZ in aqueous solution and determine their degradation kinetics and characterise their transformation products. Three independent experiments were performed based on: 1) direct photolysis using UV irradiation, 2) cyclodextrin-enhanced photolysis and 3) the photo-Fenton reaction. Analysis was performed using gas chromatography-mass spectrometry (GC-MS) and liquid chromatography coupled to high-resolution quadrupole-time-of-flight mass spectrometry (LC-QTOF-MS). This approach enabled for the first time a comparison between various conditions of photochemical degradation, revealing to be an effective way of removing (>90%) BPF, BPS and BPZ from aqueous samples. In all cases, degradation followed a pseudo-first order kinetic profile, while removal efficiency and formation of transformation products depended on the applied process. The photo-Fenton process resulted in the shortest half-lives (16.1 ̶ 21.7 min) and generated the highest number of transformation products. Overall, in this study we identified 11 novels and eight previously reported TPs.
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Affiliation(s)
- Ana Kovačič
- Jožef Stefan Institute, Jamova cesta 39, 1000 Ljubljana, Slovenia; International Postgraduate School Jožef Stefan, Jamova cesta 39, 1000 Ljubljana, Slovenia
| | - Celine Gys
- Toxicological Centre, University of Antwerp, Universiteitsplein 1, 2610 Wilrijk, Belgium
| | - Tina Kosjek
- Jožef Stefan Institute, Jamova cesta 39, 1000 Ljubljana, Slovenia; International Postgraduate School Jožef Stefan, Jamova cesta 39, 1000 Ljubljana, Slovenia
| | - Adrian Covaci
- Toxicological Centre, University of Antwerp, Universiteitsplein 1, 2610 Wilrijk, Belgium.
| | - Ester Heath
- Jožef Stefan Institute, Jamova cesta 39, 1000 Ljubljana, Slovenia; International Postgraduate School Jožef Stefan, Jamova cesta 39, 1000 Ljubljana, Slovenia.
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47
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Mrzlikar M, Heath D, Heath E, Markelj J, Kandolf Borovšak A, Prosen H. Investigation of neonicotinoid pesticides in Slovenian honey by LC-MS/MS. Lebensm Wiss Technol 2019. [DOI: 10.1016/j.lwt.2019.01.017] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/25/2023]
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48
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Sibolt P, Andersen C, Behrens C, Cronholm R, Heath E. PO-0909 Development and experimental validation of a user code for time-resolved Monte Carlo simulations. Radiother Oncol 2019. [DOI: 10.1016/s0167-8140(19)31329-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
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49
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Armstrong AJ, Antonarakis ES, Taplin ME, Kelly WK, Beltran H, Fizazi K, Dahut WL, Shore N, Slovin S, George D, Carducci MA, Corn P, Danila D, Dreicer R, Heath E, Rathkopf D, Liu G, Nanus D, Stein M, Smith MR, Sternberg C, Wilding G, Nelson PS, Halabi S, Kantoff P, Clarke NW, Evans CP, Heidenreich A, Mottet N, Gleave M, Morris MJ, Scher HI. Naming disease states for clinical utility in prostate cancer: a rose by any other name might not smell as sweet. Ann Oncol 2019; 29:23-25. [PMID: 29088323 DOI: 10.1093/annonc/mdx648] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/07/2023] Open
Affiliation(s)
- A J Armstrong
- Department of Medicine, Duke Cancer Institute, Durham, New York, USA
| | - E S Antonarakis
- Department of Oncology, Johns Hopkins University, Baltimore, USA
| | - M-E Taplin
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, USA
| | - W K Kelly
- Department of Medical Oncology, Thomas Jefferson University, Philadelphia, USA
| | - H Beltran
- Department of Medicine, Weill Cornell Medical College, New York, USA
| | - K Fizazi
- Department of Medical Oncology, Gustave Roussy Institute, Villejuif, France
| | - W L Dahut
- Medical Oncology Branch, Center for Cancer Research, National Cancer Institute, Bethesda, USA
| | - N Shore
- Carolina Urologic Research Center, Myrtle Beach, USA
| | - S Slovin
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, USA.,Weill Cornell Medical College, New York, USA
| | - D George
- Department of Medicine, Duke Cancer Institute, Durham, New York, USA
| | - M A Carducci
- Department of Oncology, Johns Hopkins University, Baltimore, USA
| | - P Corn
- Department of Medicine, MD Anderson Cancer Center, Houston, USA
| | - D Danila
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, USA.,Weill Cornell Medical College, New York, USA
| | - R Dreicer
- School of Medicine, University of Virginia, Charlottesville, USA
| | - E Heath
- Division of Hematology/Oncology, Wayne State University, Detroit, USA
| | - D Rathkopf
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, USA.,Weill Cornell Medical College, New York, USA
| | - G Liu
- Division of Hematology/Oncology, University of Wisconsin, Madison, USA
| | - D Nanus
- Department of Medicine, Weill Cornell Medical College, New York, USA
| | - M Stein
- Department of Medicine, Rutgers Cancer Institute of New Jersey, Newark, USA
| | - M R Smith
- Massachusetts General Hospital, Cancer Center, Boston, USA
| | - C Sternberg
- Department of Medical Oncology, San Camillo-Forlanini Hospital, Rome, Italy
| | - G Wilding
- Department of Medicine, MD Anderson Cancer Center, Houston, USA
| | - P S Nelson
- Division of Human Biology, University of Washington, Seattle, USA.,Fred Hutchinson Cancer Center, Seattle, USA
| | - S Halabi
- Department of Medicine, Duke Cancer Institute, Durham, New York, USA
| | - P Kantoff
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, USA.,Weill Cornell Medical College, New York, USA
| | - N W Clarke
- Department of Urology, The Christie Clinic, National Health Service, Manchester, UK
| | - C P Evans
- Department of Urology, UC Davis, Sacramento, USA
| | - A Heidenreich
- Department of Oncology, University Hospital Aschen, Cologne, Germany
| | - N Mottet
- Department of Urology, University Hospital St. Etienne, Saint-Etienne, France
| | - M Gleave
- Department of Urologic Sciences, Vancouver Prostate Centre, Vancouver, Canada
| | - M J Morris
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, USA.,Weill Cornell Medical College, New York, USA
| | - H I Scher
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, USA.,Weill Cornell Medical College, New York, USA
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50
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Rizzo L, Malato S, Antakyali D, Beretsou VG, Đolić MB, Gernjak W, Heath E, Ivancev-Tumbas I, Karaolia P, Lado Ribeiro AR, Mascolo G, McArdell CS, Schaar H, Silva AMT, Fatta-Kassinos D. Consolidated vs new advanced treatment methods for the removal of contaminants of emerging concern from urban wastewater. Sci Total Environ 2019; 655:986-1008. [PMID: 30577146 DOI: 10.1016/j.scitotenv.2018.11.265] [Citation(s) in RCA: 290] [Impact Index Per Article: 58.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/05/2018] [Revised: 10/21/2018] [Accepted: 11/17/2018] [Indexed: 05/02/2023]
Abstract
Urban wastewater treatment plants (WWTPs) are among the main anthropogenic sources for the release of contaminants of emerging concern (CECs) into the environment, which can result in toxic and adverse effects on aquatic organisms and consequently on humans. Unfortunately, WWTPs are not designed to remove CECs and secondary (e.g., conventional activated sludge process, CAS) and tertiary (such as filtration and disinfection) treatments are not effective in the removal of most CECs entering WWTP. Accordingly, several advanced treatment methods have been investigated for the removal of CECs from wastewater, including consolidated (namely, activated carbon (AC) adsorption, ozonation and membranes) and new (such as advanced oxidation processes (AOPs)) processes/technologies. This review paper gathers the efforts of a group of international experts, members of the NEREUS COST Action ES1403 who for three years have been constructively discussing the state of the art and the best available technologies for the advanced treatment of urban wastewater. In particular, this work critically reviews the papers available in scientific literature on consolidated (ozonation, AC and membranes) and new advanced treatment methods (mainly AOPs) to analyse: (i) their efficiency in the removal of CECs from wastewater, (ii) advantages and drawbacks, (iii) possible obstacles to the application of AOPs, (iv) technological limitations and mid to long-term perspectives for the application of heterogeneous processes, and (v) a technical and economic comparison among the different processes/technologies.
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Affiliation(s)
- Luigi Rizzo
- Department of Civil Engineering, University of Salerno, 84084 Fisciano, SA, Italy.
| | - Sixto Malato
- Plataforma Solar de Almería (CIEMAT), Carretera de Senés, km. 4, Tabernas, Almería 04200, Spain.
| | - Demet Antakyali
- Competence Centre Micropollutants, NRW, D-50823 Cologne, Germany
| | - Vasiliki G Beretsou
- Nireas-International Water Research Center, University of Cyprus, P.O. Box 20537, 1678 Nicosia, Cyprus; Department of Civil and Environmental Engineering, School of Engineering, University of Cyprus, P.O. Box 20537, 1678 Nicosia, Cyprus
| | - Maja B Đolić
- Vinča Institute of Nuclear Sciences, University of Belgrade, 522 P.O. Box, Serbia
| | - Wolfgang Gernjak
- Catalan Institute for Water Research (ICRA), Emili Grahit 101, 17003 Girona, Spain; Catalan Institution for Research and Advanced Studies (ICREA), Passeig Lluís Companys 23, 08010 Barcelona, Spain
| | - Ester Heath
- Jožef Stefan Institute and International Postgraduate School Jožef Stefan, Jamova 39, 1000 Ljubljana, Slovenia
| | - Ivana Ivancev-Tumbas
- University of Novi Sad, Faculty of Sciences, Department of Chemistry, Biochemistry and Environmental Protection, Trg D. Obradovića, 21000 Novi Sad, Serbia
| | - Popi Karaolia
- Nireas-International Water Research Center, University of Cyprus, P.O. Box 20537, 1678 Nicosia, Cyprus
| | - Ana R Lado Ribeiro
- Laboratory of Separation and Reaction Engineering - Laboratory of Catalysis and Materials (LSRE-LCM), Faculdade de Engenharia, Universidade do Porto, Rua Dr. Roberto Frias s/n, 4200-465 Porto, Portugal
| | - Giuseppe Mascolo
- CNR, Istituto di Ricerca Sulle Acque, Via F. De Blasio 5, 70132 Bari, Italy
| | - Christa S McArdell
- Eawag, Swiss Federal Institute of Aquatic Science and Technology, CH-8600 Dübendorf, Switzerland
| | - Heidemarie Schaar
- Institute for Water Quality and Resource Management, Technische Universität Wien, Karlsplatz 13/2261, 1040 Vienna, Austria
| | - Adrián M T Silva
- Laboratory of Separation and Reaction Engineering - Laboratory of Catalysis and Materials (LSRE-LCM), Faculdade de Engenharia, Universidade do Porto, Rua Dr. Roberto Frias s/n, 4200-465 Porto, Portugal
| | - Despo Fatta-Kassinos
- Nireas-International Water Research Center, University of Cyprus, P.O. Box 20537, 1678 Nicosia, Cyprus; Department of Civil and Environmental Engineering, School of Engineering, University of Cyprus, P.O. Box 20537, 1678 Nicosia, Cyprus
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