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Chun S, Muthu M, Gopal J. Mass Spectrometry as an Analytical Tool for Detection of Microplastics in the Environment. CHEMOSENSORS 2022; 10:530. [DOI: 10.3390/chemosensors10120530] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/16/2023]
Abstract
Plastic particles smaller than 5 mm accumulate in aqueous, terrestrial, and atmospheric environments and their discovery has been a serious concern when it comes to eco-toxicology and human health risk assessment. In the following review, the potential of mass spectrometry (MS) for the detection of microplastic (MP) pollutants has been elaborately reviewed. The use of various mass spectrometric techniques ranging from gas chromatography–mass spectrometry (GC-MS), liquid chromatographic mass spectrometric (LC-MS) to matrix-assisted laser desorption ionization-time of flight mass spectrometry (MALDI-TOF MS), including their variants, have been reviewed. The lapses in the detection system have been addressed and future recommendations proposed. The challenges facing microplastics and their detection have been discussed and future directions, including mitigation methods, have been presented.
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Song XC, Dreolin N, Canellas E, Goshawk J, Nerin C. Prediction of Collision Cross-Section Values for Extractables and Leachables from Plastic Products. ENVIRONMENTAL SCIENCE & TECHNOLOGY 2022; 56:9463-9473. [PMID: 35730527 PMCID: PMC9261268 DOI: 10.1021/acs.est.2c02853] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/09/2023]
Abstract
The use of ion mobility separation (IMS) in conjunction with high-resolution mass spectrometry has proved to be a reliable and useful technique for the characterization of small molecules from plastic products. Collision cross-section (CCS) values derived from IMS can be used as a structural descriptor to aid compound identification. One limitation of the application of IMS to the identification of chemicals from plastics is the lack of published empirical CCS values. As such, machine learning techniques can provide an alternative approach by generating predicted CCS values. Herein, experimental CCS values for over a thousand chemicals associated with plastics were collected from the literature and used to develop an accurate CCS prediction model for extractables and leachables from plastic products. The effect of different molecular descriptors and machine learning algorithms on the model performance were assessed. A support vector machine (SVM) model, based on Chemistry Development Kit (CDK) descriptors, provided the most accurate prediction with 93.3% of CCS values for [M + H]+ adducts and 95.0% of CCS values for [M + Na]+ adducts in testing sets predicted with <5% error. Median relative errors for the CCS values of the [M + H]+ and [M + Na]+ adducts were 1.42 and 1.76%, respectively. Subsequently, CCS values for the compounds in the Chemicals associated with Plastic Packaging Database and the Food Contact Chemicals Database were predicted using the SVM model developed herein. These values were integrated in our structural elucidation workflow and applied to the identification of plastic-related chemicals in river water. False positives were reduced, and the identification confidence level was improved by the incorporation of predicted CCS values in the suspect screening workflow.
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Affiliation(s)
- Xue-Chao Song
- Department
of Analytical Chemistry, Aragon Institute of Engineering Research
I3A, CPS-University of Zaragoza, Maria de Luna 3, 50018 Zaragoza, Spain
| | - Nicola Dreolin
- Waters
Corporation, Altrincham
Road, SK9 4AX Wilmslow, U.K.
| | - Elena Canellas
- Department
of Analytical Chemistry, Aragon Institute of Engineering Research
I3A, CPS-University of Zaragoza, Maria de Luna 3, 50018 Zaragoza, Spain
| | - Jeff Goshawk
- Waters
Corporation, Altrincham
Road, SK9 4AX Wilmslow, U.K.
| | - Cristina Nerin
- Department
of Analytical Chemistry, Aragon Institute of Engineering Research
I3A, CPS-University of Zaragoza, Maria de Luna 3, 50018 Zaragoza, Spain
- .
Phone: +34 976761873
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Charitos IA, Topi S, Gagliano-Candela R, De Nitto E, Polimeno L, Montagnani M, Santacroce L. The toxic effects of endocrine disrupting chemicals (EDCs) on gut microbiota: Bisphenol A (BPA). A review. Endocr Metab Immune Disord Drug Targets 2022; 22:716-727. [PMID: 35339192 DOI: 10.2174/1871530322666220325114045] [Citation(s) in RCA: 16] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/23/2021] [Revised: 10/01/2021] [Accepted: 12/20/2021] [Indexed: 11/22/2022]
Abstract
BACKGROUND Bisphenol A (BPA), an important industrial material widely applied in daily products, is considered an endocrine-disrupting chemical that may adversely affect humans. Growing evidence have shown that intestinal bacterial alterations caused by BPA exposure play an important role in several local and systemic diseases. AIM OF THE STUDY finding evidence that BPA-induced alterations in gut microbiota composition and activity may perturb its role on human health. RESULTS evidence from several experimental settings show that both low and high doses of BPA, interfere with the hormonal, homeostatic and reproductive systems in both animals and human systems. Moreover, it has recently been classified as an environmental obesogenic, with metabolic-disrupting effects on lipid metabolism and pancreatic b-cell functions. Several evidence characterize PBA as an environmental contributor to type II diabetes, metabolic syndrome, and obesity. However, the highest estimates of the exposure derived from foods alone or in combination with other sources are 3 to 5 times below the new tolerable daily intake (TDI) value, today reduced by the European Food Safety Authority (EFSA) experts from 50 micrograms per kilogramme of bodyweight per day (µg/kg bw/day) to 4 µg/kg bw/day. CONCLUSIONS Considering estimates for the total amount of BPA that can be ingested daily over a lifetime, many International Health Authorities conclude that dietary exposure of adult humans to BPA does not represent a risk to consumers' health, declaring its safety due to very-low established levels in food and water and declare any appreciable health risk.
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Affiliation(s)
- Ioannis Alexandros Charitos
- National Poison Center, OO. RR. University Hospital of Foggia, Foggia, Italy
- Interdepartmental Research Center for Pre-Latin, Latin and Oriental Rights and Culture Studies (CEDICLO), University of Bari, Bari, Italy
- Department of Clinical Disciplines, University of Elbasan, Elbasan, Albania
| | - Skender Topi
- Interdepartmental Research Center for Pre-Latin, Latin and Oriental Rights and Culture Studies (CEDICLO), University of Bari, Bari, Italy
- Department of Clinical Disciplines, University of Elbasan, Elbasan, Albania
| | - Roberto Gagliano-Candela
- Interdepartmental Research Center for Pre-Latin, Latin and Oriental Rights and Culture Studies (CEDICLO), University of Bari, Bari, Italy
- Department of Interdisciplinary Medicine, Microbiology and Virology Unit, School of Medicine, University of Bari, Bari, Italy
| | - Emanuele De Nitto
- Department of Medical Basic Sciences, Neurosciences and Sense Organs, Section of Biochemistry, School of Medicine, University of Bari, Bari, Italy
| | - Lorenzo Polimeno
- Department of Clinical Disciplines, University of Elbasan, Elbasan, Albania
- Polypheno Academic Spin Off, University of Bari, Bari, Italy
| | - Monica Montagnani
- Department of Biomedical Sciences and Human Oncology, Section of Pharmacology, School of Medicine, University of Bari, Bari, Italy
| | - Luigi Santacroce
- Interdepartmental Research Center for Pre-Latin, Latin and Oriental Rights and Culture Studies (CEDICLO), University of Bari, Bari, Italy
- Department of Clinical Disciplines, University of Elbasan, Elbasan, Albania
- Department of Interdisciplinary Medicine, Microbiology and Virology Unit, School of Medicine, University of Bari, Bari, Italy
- Polypheno Academic Spin Off, University of Bari, Bari, Italy
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Bolívar-Subirats G, Rivetti C, Cortina-Puig M, Barata C, Lacorte S. Occurrence, toxicity and risk assessment of plastic additives in Besos river, Spain. CHEMOSPHERE 2021; 263:128022. [PMID: 33297045 DOI: 10.1016/j.chemosphere.2020.128022] [Citation(s) in RCA: 42] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/04/2020] [Revised: 07/24/2020] [Accepted: 08/13/2020] [Indexed: 05/24/2023]
Abstract
The objective of the present study is to evaluate the presence, seasonal variability and impact of plastic additives along the Besos river basin (Catalonia, Spain). This river flows through a highly urbanized and industrialized area with discharge of >25 Wastewater Treatment Plants (WWTPs) and with large amounts of floating plastics. Compounds studied included 5 phthalates, its substitutes acetyl tributyl citrate (ATBC) and bis(2-ehtylhexyl) adipate, 12 long and short chain alkylphenols, bisphenol A and benzophenone, most of them high volume production chemicals. High-performance liquid chromatography-tandem mass spectrometry (HPLC-MS) was used to determine ng/L concentrations. Toxicity evaluation was performed for each individual compound using Daphnia magna as test organism and it was found that the effect concentration (EC50) decreased with increasing octanol-water partition coefficients. The EC50 values calculated and Measured Environmental Concentrations were used to determine the risk quotients. Only diethylhexylphthalate, nonylphenol and octylphenol, with median concentrations from 41.9 to 826 ng/L, caused a small risk mostly in downstream waters with 50-75% of the samples overpassing the Environmental Quality Standards set by the European Union. Seasonal variations were observed with higher levels in summer due to low water flows. WWTPs effluents and leaching from floating plastics or microplastics were presumably main sources of pollution.
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Affiliation(s)
- Gabino Bolívar-Subirats
- Department of Environmental Chemistry (IDAEA-CSIC), Jordi Girona 18-26, 08034, Barcelona, Catalonia, Spain
| | - Claudia Rivetti
- Department of Environmental Chemistry (IDAEA-CSIC), Jordi Girona 18-26, 08034, Barcelona, Catalonia, Spain
| | - Montserrat Cortina-Puig
- Department of Environmental Chemistry (IDAEA-CSIC), Jordi Girona 18-26, 08034, Barcelona, Catalonia, Spain
| | - Carlos Barata
- Department of Environmental Chemistry (IDAEA-CSIC), Jordi Girona 18-26, 08034, Barcelona, Catalonia, Spain
| | - Sílvia Lacorte
- Department of Environmental Chemistry (IDAEA-CSIC), Jordi Girona 18-26, 08034, Barcelona, Catalonia, Spain.
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