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Freddi S, Rodriguez Gonzalez MC, Casotto A, Sangaletti L, De Feyter S. Machine-Learning-Aided NO 2 Discrimination with an Array of Graphene Chemiresistors Covalently Functionalized by Diazonium Chemistry. Chemistry 2023; 29:e202302154. [PMID: 37522257 DOI: 10.1002/chem.202302154] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2023] [Revised: 07/26/2023] [Accepted: 07/26/2023] [Indexed: 08/01/2023]
Abstract
Boosted by the emerging need for highly integrated gas sensors in the internet of things (IoT) ecosystems, electronic noses (e-noses) are gaining interest for the detection of specific molecules over a background of interfering gases. The sensing of nitrogen dioxide is particularly relevant for applications in environmental monitoring and precision medicine. Here we present an easy and efficient functionalization procedure to covalently modify graphene layers, taking advantage of diazonium chemistry. Separate graphene layers were functionalized with one of three different aryl rings: 4-nitrophenyl, 4-carboxyphenyl and 4-bromophenyl. The distinct modified graphene layers were assembled with a pristine layer into an e-nose for NO2 discrimination. A remarkable sensitivity to NO2 was demonstrated through exposure to gaseous solutions with NO2 concentrations in the 1-10 ppm range at room temperature. Then, the discrimination capability of the sensor array was tested by carrying out exposure to several interfering gases and analyzing the data through multivariate statistical analysis. This analysis showed that the e-nose can discriminate NO2 among all the interfering gases in a two-dimensional principal component analysis space. Finally, the e-nose was trained to accurately recognize NO2 contributions with a linear discriminant analysis approach, thus providing a metric for discrimination assessment with a prediction accuracy above 95 %.
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Affiliation(s)
- Sonia Freddi
- Surface Science and Spectroscopy lab @ I-Lamp, Department of Mathematics and Physics, Università Cattolica del Sacro Cuore, Via della Garzetta, 48 25123, Brescia, Italy
- Department of Chemistry, Division of Molecular Imaging and Photonics, KU Leuven, Celestijnenlaan 200F, 3001, Leuven, Belgium
| | - Miriam C Rodriguez Gonzalez
- Department of Chemistry, Division of Molecular Imaging and Photonics, KU Leuven, Celestijnenlaan 200F, 3001, Leuven, Belgium
- Current affiliation: Área de Química Física, Departamento de Química, Instituto de Materiales y Nanotecnología (IMN), Universidad de La Laguna (ULL), 38200, La Laguna, Spain
| | - Andrea Casotto
- Surface Science and Spectroscopy lab @ I-Lamp, Department of Mathematics and Physics, Università Cattolica del Sacro Cuore, Via della Garzetta, 48 25123, Brescia, Italy
- Department of Chemistry and Biochemistry, University of Notre Dame, Notre Dame, IN, 46556, USA
| | - Luigi Sangaletti
- Surface Science and Spectroscopy lab @ I-Lamp, Department of Mathematics and Physics, Università Cattolica del Sacro Cuore, Via della Garzetta, 48 25123, Brescia, Italy
| | - Steven De Feyter
- Department of Chemistry, Division of Molecular Imaging and Photonics, KU Leuven, Celestijnenlaan 200F, 3001, Leuven, Belgium
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Chen H, Duan Q, Zhu H, Wan S, Zhao X, Ye D, Fang X. Short-term association of CO and NO 2 with hospital visits for glomerulonephritis in Hefei, China: a time series study. Front Public Health 2023; 11:1239378. [PMID: 37670834 PMCID: PMC10475946 DOI: 10.3389/fpubh.2023.1239378] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2023] [Accepted: 07/24/2023] [Indexed: 09/07/2023] Open
Abstract
Objective Recent studies suggest air pollution as an underlying factor to kidney disease. However, there is still limited knowledge about the short-term correlation between glomerulonephritis (GN) and air pollution. Thus, we aim to fill this research gap by investigating the short-term correlation between GN clinical visits and air pollution exposure. Methods Between 2015 and 2019, daily GN visit data from two grade A tertiary hospitals in Hefei City were collected, along with corresponding air pollution and meteorological data. A generalized linear model integrated with a distributed lag nonlinear model was employed to analyze the relationship between GN visits and air pollutants. Moreover, we incorporated a dual pollutant model to account for the combined effects of multiple pollutants. Furthermore, subgroup analyses were performed to identify vulnerable populations based on gender, age, and season. Results The association between 23,475 GN visits and air pollutants was assessed, and significant positive associations were found between CO and NO2 exposure and GN visit risk. The single-day lagged effect model for CO showed increased risks for GN visits from lag0 (RR: 1.129, 95% CI: 1.031-1.236) to lag2 (RR: 1.034, 95% CI: 1.011-1.022), with the highest risk at lag0. In contrast, NO2 displayed a more persistent impact (lag1-lag4) on GN visit risk, peaking at lag2 (RR: 1.017, 95% CI: 1.011-1.022). Within the dual-pollutant model, the significance persisted for both CO and NO2 after adjusting for each other. Subgroup analyses showed that the cumulative harm of CO was greater in the cold-season and older adult groups. Meanwhile, the female group was more vulnerable to the harmful effects of cumulative exposure to NO2. Conclusion Our study indicated that CO and NO2 exposure can raise the risk of GN visits, and female and older adult populations exhibited greater susceptibility.
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Affiliation(s)
- Haifeng Chen
- Department of Epidemiology and Biostatistics, School of Public Health, Anhui Medical University, Hefei, Anhui, China
- Inflammation and Immune Mediated Diseases Laboratory of Anhui Province, Hefei, Anhui, China
| | - Qiong Duan
- Department of Health Management Center, The First Affiliated Hospital of Anhui Medical University, Hefei, Anhui, China
| | - Huahui Zhu
- Department of Epidemiology and Biostatistics, School of Public Health, Anhui Medical University, Hefei, Anhui, China
- Inflammation and Immune Mediated Diseases Laboratory of Anhui Province, Hefei, Anhui, China
| | - Shuai Wan
- Department of Epidemiology and Biostatistics, School of Public Health, Anhui Medical University, Hefei, Anhui, China
- Inflammation and Immune Mediated Diseases Laboratory of Anhui Province, Hefei, Anhui, China
| | - Xinyi Zhao
- Department of Epidemiology and Biostatistics, School of Public Health, Anhui Medical University, Hefei, Anhui, China
- Inflammation and Immune Mediated Diseases Laboratory of Anhui Province, Hefei, Anhui, China
| | - Dongqing Ye
- Department of Epidemiology and Biostatistics, School of Public Health, Anhui Medical University, Hefei, Anhui, China
- Inflammation and Immune Mediated Diseases Laboratory of Anhui Province, Hefei, Anhui, China
| | - Xinyu Fang
- Department of Epidemiology and Biostatistics, School of Public Health, Anhui Medical University, Hefei, Anhui, China
- Inflammation and Immune Mediated Diseases Laboratory of Anhui Province, Hefei, Anhui, China
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Gren L, Dierschke K, Mattsson F, Assarsson E, Krais AM, Kåredal M, Lovén K, Löndahl J, Pagels J, Strandberg B, Tunér M, Xu Y, Wollmer P, Albin M, Nielsen J, Gudmundsson A, Wierzbicka A. Lung function and self-rated symptoms in healthy volunteers after exposure to hydrotreated vegetable oil (HVO) exhaust with and without particles. Part Fibre Toxicol 2022; 19:9. [PMID: 35073958 PMCID: PMC8785558 DOI: 10.1186/s12989-021-00446-7] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2021] [Accepted: 12/23/2021] [Indexed: 11/22/2022] Open
Abstract
Background Diesel engine exhaust causes adverse health effects. Meanwhile, the impact of renewable diesel exhaust, such as hydrotreated vegetable oil (HVO), on human health is less known. Nineteen healthy volunteers were exposed to HVO exhaust for 3 h in a chamber with a double-blind, randomized setup. Exposure scenarios comprised of HVO exhaust from two modern non-road vehicles with 1) no aftertreatment system (‘HVOPM+NOx’ PM1: 93 µg m−3, EC: 54 µg m−3, NO: 3.4 ppm, NO2: 0.6 ppm), 2) an aftertreatment system containing a diesel oxidation catalyst and a diesel particulate filter (‘HVONOx’ PM1: ~ 1 µg m−3, NO: 2.0 ppm, NO2: 0.7 ppm) and 3) filtered air (FA) as control. The exposure concentrations were in line with current EU occupational exposure limits (OELs) of NO, NO2, formaldehyde, polycyclic aromatic hydrocarbons (PAHs), and the future OEL (2023) of elemental carbon (EC). The effect on nasal patency, pulmonary function, and self-rated symptoms were assessed. Calculated predicted lung deposition of HVO exhaust particles was compared to data from an earlier diesel exhaust study. Results The average total respiratory tract deposition of PM1 during HVOPM+NOx was 27 µg h−1. The estimated deposition fraction of HVO PM1 was 40–50% higher compared to diesel exhaust PM1 from an older vehicle (earlier study), due to smaller particle sizes of the HVOPM+NOx exhaust. Compared to FA, exposure to HVOPM+NOx and HVONOx caused higher incidence of self-reported symptoms (78%, 63%, respectively, vs. 28% for FA, p < 0.03). Especially, exposure to HVOPM+NOx showed 40–50% higher eye and throat irritation symptoms. Compared to FA, a decrement in nasal patency was found for the HVONOx exposures (− 18.1, 95% CI: − 27.3 to − 8.8 L min−1, p < 0.001), and for the HVOPM+NOx (− 7.4 (− 15.6 to 0.8) L min−1, p = 0.08). Overall, no clinically significant change was indicated in the pulmonary function tests (spirometry, peak expiratory flow, forced oscillation technique). Conclusion Short-term exposure to HVO exhaust concentrations corresponding to EU OELs for one workday did not cause adverse pulmonary function changes in healthy subjects. However, an increase in self-rated mild irritation symptoms, and mild decrease in nasal patency after both HVO exposures, may indicate irritative effects from exposure to HVO exhaust from modern non-road vehicles, with and without aftertreatment systems. Supplementary Information The online version contains supplementary material available at 10.1186/s12989-021-00446-7.
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Affiliation(s)
- Louise Gren
- Ergonomics and Aerosol Technology, Lund University, 221 00, Lund, Sweden.,Lund University, NanoLund, 221 00, Lund, Sweden
| | - Katrin Dierschke
- Division of Occupational and Environmental Medicine, Lund University, 223 63, Lund, Sweden
| | - Fredrik Mattsson
- Ergonomics and Aerosol Technology, Lund University, 221 00, Lund, Sweden
| | - Eva Assarsson
- Division of Occupational and Environmental Medicine, Lund University, 223 63, Lund, Sweden
| | - Annette M Krais
- Division of Occupational and Environmental Medicine, Lund University, 223 63, Lund, Sweden
| | - Monica Kåredal
- Lund University, NanoLund, 221 00, Lund, Sweden.,Division of Occupational and Environmental Medicine, Lund University, 223 63, Lund, Sweden
| | - Karin Lovén
- Ergonomics and Aerosol Technology, Lund University, 221 00, Lund, Sweden.,Lund University, NanoLund, 221 00, Lund, Sweden
| | - Jakob Löndahl
- Ergonomics and Aerosol Technology, Lund University, 221 00, Lund, Sweden.,Lund University, NanoLund, 221 00, Lund, Sweden
| | - Joakim Pagels
- Ergonomics and Aerosol Technology, Lund University, 221 00, Lund, Sweden.,Lund University, NanoLund, 221 00, Lund, Sweden
| | - Bo Strandberg
- Division of Occupational and Environmental Medicine, Lund University, 223 63, Lund, Sweden
| | - Martin Tunér
- Division of Combustion Engines, Lund University, 221 00, Lund, Sweden
| | - Yiyi Xu
- School of Public Health and Community Medicine, Institute of Medicine, University of Gothenburg, Gothenburg, Sweden
| | - Per Wollmer
- Department of Translational Medicine, Lund University, Lund, Sweden
| | - Maria Albin
- Division of Occupational and Environmental Medicine, Lund University, 223 63, Lund, Sweden.,Unit of Occupational Medicine, Institute of Environmental Medicine, Karolinska Institute, Stockholm, Sweden
| | - Jörn Nielsen
- Division of Occupational and Environmental Medicine, Lund University, 223 63, Lund, Sweden
| | - Anders Gudmundsson
- Ergonomics and Aerosol Technology, Lund University, 221 00, Lund, Sweden.,Lund University, NanoLund, 221 00, Lund, Sweden
| | - Aneta Wierzbicka
- Ergonomics and Aerosol Technology, Lund University, 221 00, Lund, Sweden. .,Centre for Healthy Indoor Environments, Lund University, 221 00, Lund, Sweden.
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Neumaier C. Technological Solutions and Contested Interpretations of Scientific Results: Risk Assessment of Diesel Emissions in the United States and in West Germany, 1977-1995. NTM 2020; 28:547-588. [PMID: 33026470 PMCID: PMC7588357 DOI: 10.1007/s00048-020-00276-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Indexed: 06/11/2023]
Abstract
This article traces the different classifications of diesel emissions either as "safe" or as "hazardous" in the US and in West Germany between 1977 and 1995. It argues that the environmental regulation of diesel emissions was a political threshold. It contributes to our general understanding of how politicians, environmental lobbyists, scientists, and engineers constructed the standards and norms that defined the "safe" limit of environmental pollutants. After discussing how diesel emissions came under review as a potential carcinogen, I will show that the coding as "safe" or as "hazardous" resulted from negotiations that were entirely dependent on the temporal, geographical, and intellectual contexts in which diesel technology, scientific research on their emissions, and political regulation were embedded. In particular, I trace the differences in German and US regulatory policy. While US regulation relied more on epidemiology that provided only weak data on the carcinogenicity of diesel particulates in the early 1980s, German government agencies tended to base their policy around the mid-1980s more on the results of animal tests and shortly afterwards also on epidemiology. Furthermore, the article reveals how US and German automakers tried to foster doubt on the carcinogenicity of diesel emissions and how their approaches differed and shifted. Thereby, it sheds light on the triangular relationship between technology, science, and politics in regulatory processes by analyzing the different roles of the state, automakers, scientists, and environmental agencies in Germany and in the United States.
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Affiliation(s)
- Christopher Neumaier
- Fakultät für Geistes- und Sozialwissenschaften, Helmut-Schmidt-Universität Hamburg, Postfach 70 08 22, 22008, Hamburg, Germany.
- Leibniz-Zentrum für Zeithistorische Forschung Potsdam, Am Neuen Markt 1, 14467, Potsdam, Germany.
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Salonen H, Salthammer T, Morawska L. Human exposure to air contaminants in sports environments. INDOOR AIR 2020; 30:1109-1129. [PMID: 32657456 DOI: 10.1111/ina.12718] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/13/2020] [Revised: 06/09/2020] [Accepted: 07/06/2020] [Indexed: 05/05/2023]
Abstract
The aim of this review was to investigate human exposure to relevant indoor air contaminants, predictors affecting the levels, and the means to reduce the harmful exposure in indoor sports facilities. Our study revealed that the contaminants of primary concern are the following: particulate matter in indoor climbing, golf, and horse riding facilities; carbon dioxide and particulate matter in fitness centers, gymnasiums, and sports halls; Staphylococci on gymnasium surfaces; nitrogen dioxide and carbon monoxide in ice hockey arenas; carbon monoxide, nitrogen oxide(s), and particulate matter in motor sports arenas; and disinfection by-products in indoor chlorinated swimming pools. Means to reduce human exposure to indoor contaminants include the following: adequate mechanical ventilation with filters, suitable cleaning practices, a limited number of occupants in fitness centers and gymnasiums, the use of electric resurfacers instead of the engine powered resurfacers in ice hockey arenas, carefully regulated chlorine and temperature levels in indoor swimming pools, properly ventilated pools, and good personal hygiene. Because of the large number of susceptible people in these facilities, as well as all active people having an increased respiratory rate and airflow velocity, strict air quality requirements in indoor sports facilities should be maintained.
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Affiliation(s)
- Heidi Salonen
- Department of Civil Engineering, Aalto University, Espoo, Finland
- International Laboratory for Air Quality and Health, Queensland University of Technology, Brisbane, Queensland, Australia
| | - Tunga Salthammer
- International Laboratory for Air Quality and Health, Queensland University of Technology, Brisbane, Queensland, Australia
- Department of Material Analysis and Indoor Chemistry, Fraunhofer WKI, Braunschweig, Germany
| | - Lidia Morawska
- International Laboratory for Air Quality and Health, Queensland University of Technology, Brisbane, Queensland, Australia
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Richtwerte für Stickstoffdioxid (NO2) in der Innenraumluft. Bundesgesundheitsblatt Gesundheitsforschung Gesundheitsschutz 2019; 62:664-676. [DOI: 10.1007/s00103-019-02891-4] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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7
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Greim H. My experiences with the MAK Commission: a response to a recent editorial. Arch Toxicol 2018; 92:3597-3598. [PMID: 30370461 DOI: 10.1007/s00204-018-2343-4] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2018] [Accepted: 10/24/2018] [Indexed: 10/28/2022]
Affiliation(s)
- Helmut Greim
- Technische Universität München, Hohenbachernstr. 15-17, 85354, Freising-Weihenstephan, Germany.
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