1
|
Zhu J, Chen Y, Liu X, Sun Z, Zhang J, Shen T, Niu Y, Xiao Z. Zebrafish as a model for olfactory research: A systematic review from molecular mechanism to technology application. Food Chem 2025; 487:144698. [PMID: 40373719 DOI: 10.1016/j.foodchem.2025.144698] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2025] [Revised: 04/25/2025] [Accepted: 05/08/2025] [Indexed: 05/17/2025]
Abstract
Zebrafish with unique biological traits can serve as an ideal model for studying olfactory mechanisms. This review analyzes their olfactory system, focusing on the regulation of receptor gene expression, mechanisms of odor recognition, and research methodologies including behavioral assays, molecular docking, and biotechnological approaches. Current limitations include predominantly qualitative data, insufficient cross-species comparisons, and unclear mechanisms of environmental modulation. Nevertheless, zebrafish models show significant potential in deciphering human olfaction and applications in neuroscience, biotechnology, healthcare, food safety, and environmental monitoring. Future research should establish cross-species olfactory databases, standardize behavioral assessments, and resolve technical bottlenecks to advance applications in precision medicine, food quality control, and pollutant detection.
Collapse
Affiliation(s)
- JianCai Zhu
- School of Perfume and Aroma Technology, Shanghai Institute of Technology, Shanghai 201418, China
| | - YingQian Chen
- School of Perfume and Aroma Technology, Shanghai Institute of Technology, Shanghai 201418, China
| | - XiaoJie Liu
- School of Perfume and Aroma Technology, Shanghai Institute of Technology, Shanghai 201418, China
| | - ZhenChun Sun
- Guizhou Academy of Tobacco Science, Guiyang 550081, China
| | - Jing Zhang
- School of Perfume and Aroma Technology, Shanghai Institute of Technology, Shanghai 201418, China
| | - TianYin Shen
- School of Perfume and Aroma Technology, Shanghai Institute of Technology, Shanghai 201418, China
| | - YunWei Niu
- School of Perfume and Aroma Technology, Shanghai Institute of Technology, Shanghai 201418, China.
| | - ZuoBing Xiao
- School of Perfume and Aroma Technology, Shanghai Institute of Technology, Shanghai 201418, China; School of Agriculture and Biology, Shanghai Jiao Tong University, Shanghai 200240, China.
| |
Collapse
|
2
|
Alias C, Feretti D, Zerbini I, Pedrazzani R, Domini M, Bertanza G. Toxicological and genotoxicological assessment of water extracts of sewage sludge and other biogenic wastes: A piece of the SLURP jigsaw puzzle. CHEMOSPHERE 2025; 374:144175. [PMID: 39983620 DOI: 10.1016/j.chemosphere.2025.144175] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/03/2024] [Revised: 12/10/2024] [Accepted: 01/27/2025] [Indexed: 02/23/2025]
Abstract
Given the considerable quantities of biogenic matrices employed in agricultural applications, there is growing concern about the potential negative effects resulting from the presence of harmful contaminants. The project "SLURP - SLUdge Recovery in Agriculture: Environment and Health Protection" planned a multi-stage approach in which the application of a wide battery of bioassays was proposed as an effective tool to measure the direct interaction of matrices with the different components of the ecosystem, from the molecular to the whole organism level. The aim of the present study, which is a part of the "SLURP" project, was to characterise the toxicological and genotoxicological properties of water extracts from biogenic wastes using several assays based on plant, bacterial and human cells. The aqueous extracts of four sewage sludges, a liming material, two manure slurries of swine and bovine origin, a digestate from bovine manure and a compost were chemically characterised for inorganic ions and heavy metals. Then the extracts were analysed using tests on A.cepa, C.sativus, L.sativum, S.typhimurium and human hepatoma cell line (HepG2) to assess toxicity (seed germination, root elongation, proliferation), mutagenicity and genotoxicity (primary DNA damage, chromosomal aberrations). The extracts exhibited chemical heterogeneity. Ammonia nitrogen, Ca2+, Fe and Zn were the most abundant elements. Toxic effects were caused on A.cepa and L.sativum by all extracts, while there were non-toxic effects on human cells. Genotoxic effects on A.cepa and L.sativum were instead caused by almost all the extracts, at least at the highest dose tested, while only four samples from one sewage sludge, liming material, digestate, and compost, caused DNA damage on human cells. None of the extracts induced mutagenic effects in S.typhimurium. A comprehensive interpretation of these results can only be achieved through the integrated evaluation of all eco-toxicological and chemical data obtained throughout the entire project.
Collapse
Affiliation(s)
- Carlotta Alias
- Department of Medical and Surgical Specialties, Radiological Sciences and Public Health, University of Brescia, Brescia, Italy
| | - Donatella Feretti
- Department of Medical and Surgical Specialties, Radiological Sciences and Public Health, University of Brescia, Brescia, Italy; MISTRAL-Interuniversity Research Center "Integrated Models for Prevention and Protection in Environmental and Occupational Health", University of Brescia, University of Milano-Bicocca, University of Verona, Italy.
| | - Ilaria Zerbini
- Department of Medical and Surgical Specialties, Radiological Sciences and Public Health, University of Brescia, Brescia, Italy
| | - Roberta Pedrazzani
- Department of Mechanical and Industrial Engineering, University of Brescia, Brescia, Italy; MISTRAL-Interuniversity Research Center "Integrated Models for Prevention and Protection in Environmental and Occupational Health", University of Brescia, University of Milano-Bicocca, University of Verona, Italy
| | - Marta Domini
- Department of Civil, Environmental, Architectural, Engineering and Mathematics, University of Brescia, Brescia, Italy
| | - Giorgio Bertanza
- Department of Civil, Environmental, Architectural, Engineering and Mathematics, University of Brescia, Brescia, Italy; MISTRAL-Interuniversity Research Center "Integrated Models for Prevention and Protection in Environmental and Occupational Health", University of Brescia, University of Milano-Bicocca, University of Verona, Italy
| |
Collapse
|
3
|
Sobol Ł, Dyjakon A, Dlugogorski BZ. Dioxin-like polychlorinated biphenyls (dl-PCB) in hydrochars and biochars: Review of recent evidence, pollution levels, critical gaps, formation mechanisms and regulations. JOURNAL OF HAZARDOUS MATERIALS 2025; 486:136615. [PMID: 39721477 DOI: 10.1016/j.jhazmat.2024.136615] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/13/2024] [Revised: 11/11/2024] [Accepted: 11/20/2024] [Indexed: 12/28/2024]
Abstract
Contamination of chars with dioxin-like polychlorinated biphenyls (dl-PCB) significantly limits their use and hinders their deployment in the circular bioeconomy, specifically in applications that may lead to dietary exposure. Here, for the first time, we review the levels of contamination of chars produced from pyrolysis and hydrothermal carbonisation (HTC) with dl-PCB congeners. We conduct a detailed and critical examination of the role played by the processing parameters, such as temperature and residence time, and the reaction mechanisms, to detoxify the biomass under an oxygen-free atmosphere during its valorisation. The PCB-based toxicity of biomass depends mostly on the abundance of dl-PCB in the raw material, and on the dechlorination and other transformation processes that operate during the treatment. The key dechlorination steps make the toxicity of hydrochars pass through a maximum with increasing treatment time, whereas the toxicity of biochars in pyrolysis decreases monotonically. Pyrolysis displays more complex mechanistic pathways of volatilisation, dechlorination, degradation of PCB rings, minor de novo formation of dl-PCB in case of air leaks, and concentrating persistent organic pollutants (POP) in char matrices. In contrast, the mechanisms responsible for the evolution of toxicity in HTC processes comprise the dechlorination, possible chlorine position shift, and biomass densification. The kinetic model developed in this review affords insight into the evolution of the hydrochar toxicity that depends on process temperature and treatment time. The dl-PCB concentrations in treated biomass generally range from 1.06 ng WHO2005-TEQ (kg DM)-1 to 11.7 ng WHO2005-TEQ (kg DM)-1, whereas for biochars produced from contaminated sediments the toxicity varies from 0.00662 ng WHO1998-TEQ (kg DM)-1 to 1.42 ng WHO1998-TEQ (kg DM)-1. DM stands for dry matter, TEQ for toxic equivalency, and WHO1998 means the application of the toxic equivalency factors (TEF) set by the World Health Organization (WHO) in 1998 to calculate the TEQ. Finally, we identify the crucial gaps in the literature, review the regulations governing the use of biomass in feed and in the environment, and provide suggestions for future research. The findings in this article provide both the technical understanding of how to minimise the formation of dl-PCB in the production of chars and suggest modifications to the current guidelines. The latter will increase the consumer's trust in valorised biomass, leading to its wider acceptance in the circular bioeconomy as feed supplements and soil additives.
Collapse
Affiliation(s)
- Łukasz Sobol
- Energy, Environment and Society Centre, Wrocław University of Environmental and Life Sciences, 37a Chełmońskiego Str., Wrocław 51-630, Poland
| | - Arkadiusz Dyjakon
- Energy, Environment and Society Centre, Wrocław University of Environmental and Life Sciences, 37a Chełmońskiego Str., Wrocław 51-630, Poland
| | - Bogdan Z Dlugogorski
- Energy and Resources Institute, Charles Darwin University, Ellengowan Drive, Purple 12.01.08, Casuarina, NT 0810, Australia.
| |
Collapse
|
4
|
Emmanouil C, Giannakis I, Kyzas GZ. Terrestrial bioassays for assessing the biochemical and toxicological impact of biosolids application derived from wastewater treatment plants. THE SCIENCE OF THE TOTAL ENVIRONMENT 2024; 931:172718. [PMID: 38677438 DOI: 10.1016/j.scitotenv.2024.172718] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/07/2024] [Revised: 04/02/2024] [Accepted: 04/22/2024] [Indexed: 04/29/2024]
Abstract
Wastewater treatment plants (WWTP) are facilities where municipal wastewater undergoes treatment so that its organic load and its pathogenic potential are minimized. Sewage sludge is a by-product of this process and when properly treated is preferentially called "biosolids". These treatments may include some or most of the following: thickening, dewatering, drying, digestion, composting, liming. Nowadays it is almost impossible to landfill biosolids, which however can well be used as crop fertilizers. Continuous or superfluous biosolids fertilization may negatively affect non-target organisms such as soil macro-organisms or even plants. These effects can be depicted through bioassays on terrestrial animals and plants. It has been shown that earthworms have been affected to various degrees on the following endpoints: pollutants' bioaccumulation, viability, reproduction, avoidance behavior, burrowing behavior. Collembola have been affected on viability, reproduction, avoidance behavior. Other terrestrial organisms such as nematodes and diplopods have also shown adverse health effects. Phytotoxicity have been caused by some biosolids regimes as measured through the following endpoints: seed germination, root length, shoot length, shoot biomass, root biomass, chlorophyll content, antioxidant enzyme activity. Very limited statistical correlations between pollutant concentrations and toxicity endpoints have been established such as between juvenile mortality (earthworms) and As or Ba concentration in the biosolids, between juvenile mortality (collembola) and Cd or S concentration in the biosolids, or between phytotoxicity and some extractable metals in leachates or aquatic extracts from the biosolids; more correlations between physicochemical characteristics and toxicity endpoints have been found such as between phytotoxicity and ammonium N in biosolids or their liquid extracts, or between phytotoxicity and salinity. An inverse correlation between earthworm/collembola mortality and stable organic matter has also been found. Basing the appropriateness of biosolids only on chemical analyses for pollutants is not cost-effective. To enable risk characterization and subsequent risk mitigation it is important to apply a battery of bioassays on soil macro-organisms and on plants, utilizing a combination of endpoints and established protocols. Through combined analytical quantification and toxicity testing, safe use of biosolids in agriculture can be achieved.
Collapse
Affiliation(s)
- Christina Emmanouil
- School of Spatial Planning and Development, Aristotle University of Thessaloniki, Thessaloniki, Greece.
| | - Ioannis Giannakis
- School of Civil Engineering, Aristotle University of Thessaloniki, Thessaloniki, Greece.
| | - George Z Kyzas
- Hephaestus Laboratory, Department of Chemistry, School of Science, Democritus University of Thrace, Kavala, Greece.
| |
Collapse
|
5
|
Bertanza G, Abbà A, Alias C, Amatucci A, Binelli A, Castiglioni S, Fossati M, Cruzeiro C, Torre CD, Domini M, Feretti D, Gilioli G, Magni S, Mazzoleni G, Menghini M, Pedrazzani R, Schroeder P, Simonetto A, Steimberg N, Ventura V, Vezzoli S, Zerbini I. To spread or not to spread? Assessing the suitability of sewage sludge and other biogenic wastes for agriculture reuse. MethodsX 2024; 12:102599. [PMID: 38379723 PMCID: PMC10876616 DOI: 10.1016/j.mex.2024.102599] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2023] [Accepted: 02/02/2024] [Indexed: 02/22/2024] Open
Abstract
Sewage sludge (biosolids) management represents a worldwide issue. Due to its valuable properties, approximately one half of the EU production is recovered in agriculture. Nevertheless, growing attention is given to potential negative effects deriving from the presence of harmful pollutants. It is recognized that a (even very detailed) chemical characterization is not able to predict ecotoxicity of a mixture. However, this can be directly measured by bioassays. Actually, the choice of the most suitable tests is still under debate. This paper presents a multilevel characterization protocol of sewage sludge and other organic residues, based on bioassays and chemical-physical-microbiological analyses. The detailed description of the experimental procedure includes all the involved steps: the criteria for selecting the organic matrices to be tested and compared; the sample pre-treatment required before the analyses execution; the chemical, physical and microbiological characterisation; the bioassays, grouped in three classes (baseline toxicity; specific mode of action; reactive mode of action); data processing. The novelty of this paper lies in the integrated use of advanced tools, and is based on three pillars:•the direct ecosafety assessment of the matrices to be reused.•the adoption of innovative bioassays and analytical procedures.•the original criteria for data normalization and processing.
Collapse
Affiliation(s)
- Giorgio Bertanza
- Dipartimento di Ingegneria Civile, Architettura, Territorio e Ambiente e di Matematica, Università degli Studi di Brescia. Via Branze 43, Brescia I-25123, Italy
- MISTRAL, Centro Interuniversitario di Ricerca, Milano Bicocca e Verona “Modelli Integrati di Studio per la Tutela della Salute e la Prevenzione negli Ambienti di Vita e di Lavoro”, Università di Brescia, Italy
| | - Alessandro Abbà
- Dipartimento di Ingegneria Civile, Architettura, Territorio e Ambiente e di Matematica, Università degli Studi di Brescia. Via Branze 43, Brescia I-25123, Italy
| | - Carlotta Alias
- Dipartimento di Specialità Medico-Chirurgiche, Scienze Radiologiche e Sanità Pubblica, Università degli Studi di Brescia, Viale Europa 11, Brescia I-25123, Italy
| | - Achille Amatucci
- Dipartimento di Ingegneria Civile, Architettura, Territorio e Ambiente e di Matematica, Università degli Studi di Brescia. Via Branze 43, Brescia I-25123, Italy
| | - Andrea Binelli
- Dipartimento di Bioscienze, Università degli Studi di Milano, Via Celoria 26, Milano I-20133, Italy
| | - Sara Castiglioni
- Dipartimento Ambiente e Salute, Istituto di Ricerche Farmacologiche Mario Negri, IRCCS. Via Mario Negri 2, Milano I-20156, Italy
| | - Marco Fossati
- Dipartimento Ambiente e Salute, Istituto di Ricerche Farmacologiche Mario Negri, IRCCS. Via Mario Negri 2, Milano I-20156, Italy
| | - Catarina Cruzeiro
- Helmholtz Zentrum München – Deutsches Forschungszentrum für Gesundheit und Umwelt (GmbH), Ingolstädter Landstraße 1, Neuherberg D-85764, Germany
| | - Camilla Della Torre
- Dipartimento di Bioscienze, Università degli Studi di Milano, Via Celoria 26, Milano I-20133, Italy
| | - Marta Domini
- Dipartimento di Ingegneria Civile, Architettura, Territorio e Ambiente e di Matematica, Università degli Studi di Brescia. Via Branze 43, Brescia I-25123, Italy
| | - Donatella Feretti
- MISTRAL, Centro Interuniversitario di Ricerca, Milano Bicocca e Verona “Modelli Integrati di Studio per la Tutela della Salute e la Prevenzione negli Ambienti di Vita e di Lavoro”, Università di Brescia, Italy
- Dipartimento di Specialità Medico-Chirurgiche, Scienze Radiologiche e Sanità Pubblica, Università degli Studi di Brescia, Viale Europa 11, Brescia I-25123, Italy
| | - Gianni Gilioli
- Dipartimento di Ingegneria Civile, Architettura, Territorio e Ambiente e di Matematica, Università degli Studi di Brescia. Via Branze 43, Brescia I-25123, Italy
| | - Stefano Magni
- Dipartimento di Bioscienze, Università degli Studi di Milano, Via Celoria 26, Milano I-20133, Italy
| | - Giovanna Mazzoleni
- MISTRAL, Centro Interuniversitario di Ricerca, Milano Bicocca e Verona “Modelli Integrati di Studio per la Tutela della Salute e la Prevenzione negli Ambienti di Vita e di Lavoro”, Università di Brescia, Italy
- Dipartimento di Scienze Cliniche e Sperimentali, Università degli Studi di Brescia. Viale Europa 11, Brescia I-25123, Italy
| | - Michele Menghini
- Dipartimento di Ingegneria Meccanica e Industriale, Università degli Studi di Brescia. Via Branze 38, Brescia I-25123, Italy
| | - Roberta Pedrazzani
- MISTRAL, Centro Interuniversitario di Ricerca, Milano Bicocca e Verona “Modelli Integrati di Studio per la Tutela della Salute e la Prevenzione negli Ambienti di Vita e di Lavoro”, Università di Brescia, Italy
- Dipartimento di Ingegneria Meccanica e Industriale, Università degli Studi di Brescia. Via Branze 38, Brescia I-25123, Italy
| | - Peter Schroeder
- Helmholtz Zentrum München – Deutsches Forschungszentrum für Gesundheit und Umwelt (GmbH), Ingolstädter Landstraße 1, Neuherberg D-85764, Germany
| | - Anna Simonetto
- Dipartimento di Ingegneria Civile, Architettura, Territorio e Ambiente e di Matematica, Università degli Studi di Brescia. Via Branze 43, Brescia I-25123, Italy
| | - Nathalie Steimberg
- Dipartimento di Scienze Cliniche e Sperimentali, Università degli Studi di Brescia. Viale Europa 11, Brescia I-25123, Italy
| | - Vera Ventura
- Dipartimento di Ingegneria Civile, Architettura, Territorio e Ambiente e di Matematica, Università degli Studi di Brescia. Via Branze 43, Brescia I-25123, Italy
| | - Simona Vezzoli
- Dipartimento di Ingegneria Civile, Architettura, Territorio e Ambiente e di Matematica, Università degli Studi di Brescia. Via Branze 43, Brescia I-25123, Italy
| | - Ilaria Zerbini
- Dipartimento di Specialità Medico-Chirurgiche, Scienze Radiologiche e Sanità Pubblica, Università degli Studi di Brescia, Viale Europa 11, Brescia I-25123, Italy
| |
Collapse
|
6
|
Bertanza G, Steimberg N, Pedrazzani R, Boniotti J, Ceretti E, Mazzoleni G, Menghini M, Urani C, Zerbini I, Feretti D. Wastewater toxicity removal: Integrated chemical and effect-based monitoring of full-scale conventional activated sludge and membrane bioreactor plants. THE SCIENCE OF THE TOTAL ENVIRONMENT 2022; 851:158071. [PMID: 35988629 DOI: 10.1016/j.scitotenv.2022.158071] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/28/2022] [Revised: 08/12/2022] [Accepted: 08/12/2022] [Indexed: 06/15/2023]
Abstract
The literature is currently lacking effect-based monitoring studies targeted at evaluating the performance of full-scale membrane bioreactor plants. In this research, a monitoring campaign was performed at a full-scale wastewater treatment facility with two parallel lines (traditional activated sludge and membrane bioreactor). Beside the standard parameters (COD, nitrogen, phosphorus, and metals), 6 polynuclear aromatic hydrocarbons, 29 insecticides, 2 herbicides, and 3 endocrine disrupting compounds were measured. A multi-tiered battery of bioassays complemented the investigation, targeting different toxic modes of action and employing various biological systems (uni/multicellular, prokaryotes/eukaryotes, trophic level occupation). A traffic light scoring approach was proposed to quickly visualize the impact of treatment on overall toxicity that occurred after the exposure to raw and concentrated wastewater. Analysis of the effluents of the CAS and MBR lines show very good performance of the two systems for removal of organic micropollutants and metals. The most noticeable differences between CAS and MBR occurred in the concentration of suspended solids; chemical analyses did not show major differences. On the other hand, bioassays demonstrated better performance for the MBR. Both treatment lines complied with the Italian law's "ecotoxicity standard for effluent discharge in surface water". Yet, residual biological activity was still detected, demonstrating the adequacy and sensitivity of the toxicological tools, which, by their inherent nature, allow the overall effects of complex mixtures to be taken into account.
Collapse
Affiliation(s)
- Giorgio Bertanza
- DICATAM-Department of Civil, Environmental, Architectural Engineering and Mathematics, University of Brescia, Via Branze 43, I-25123 Brescia, Italy; MISTRAAL Interdepartmental Research Center - MISTRAL - Inter-University Research Center "Integrated Models for Prevention and Protection in Environmental and Occupational Health", DSCS, Department of Clinical and Experimental Sciences, University of Brescia, Viale Europa 11, I-25123 Brescia, Italy.
| | - Nathalie Steimberg
- MISTRAAL Interdepartmental Research Center - MISTRAL - Inter-University Research Center "Integrated Models for Prevention and Protection in Environmental and Occupational Health", DSCS, Department of Clinical and Experimental Sciences, University of Brescia, Viale Europa 11, I-25123 Brescia, Italy; DSCS-Department of Clinical and Experimental Sciences, University of Brescia, Viale Europa 11, I-25123 Brescia, Italy.
| | - Roberta Pedrazzani
- MISTRAAL Interdepartmental Research Center - MISTRAL - Inter-University Research Center "Integrated Models for Prevention and Protection in Environmental and Occupational Health", DSCS, Department of Clinical and Experimental Sciences, University of Brescia, Viale Europa 11, I-25123 Brescia, Italy; DIMI-Department of Mechanical and Industrial Engineering, University of Brescia, Via Branze 38, I-25123 Brescia, Italy.
| | - Jennifer Boniotti
- DSCS-Department of Clinical and Experimental Sciences, University of Brescia, Viale Europa 11, I-25123 Brescia, Italy
| | - Elisabetta Ceretti
- DSMC-Department of Medical and Surgical Specialties, Radiological Sciences and Public Health, University of Brescia, Viale Europa 11, I-25123 Brescia, Italy.
| | - Giovanna Mazzoleni
- MISTRAAL Interdepartmental Research Center - MISTRAL - Inter-University Research Center "Integrated Models for Prevention and Protection in Environmental and Occupational Health", DSCS, Department of Clinical and Experimental Sciences, University of Brescia, Viale Europa 11, I-25123 Brescia, Italy; DSCS-Department of Clinical and Experimental Sciences, University of Brescia, Viale Europa 11, I-25123 Brescia, Italy.
| | - Michele Menghini
- DIMI-Department of Mechanical and Industrial Engineering, University of Brescia, Via Branze 38, I-25123 Brescia, Italy.
| | - Chiara Urani
- MISTRAAL Interdepartmental Research Center - MISTRAL - Inter-University Research Center "Integrated Models for Prevention and Protection in Environmental and Occupational Health", DSCS, Department of Clinical and Experimental Sciences, University of Brescia, Viale Europa 11, I-25123 Brescia, Italy; DISAT-Department of Earth and Environmental Sciences, University of Milan-Bicocca, Piazza della Scienza 1, I-20126 Milano, Italy.
| | - Ilaria Zerbini
- DSMC-Department of Medical and Surgical Specialties, Radiological Sciences and Public Health, University of Brescia, Viale Europa 11, I-25123 Brescia, Italy.
| | - Donatella Feretti
- MISTRAAL Interdepartmental Research Center - MISTRAL - Inter-University Research Center "Integrated Models for Prevention and Protection in Environmental and Occupational Health", DSCS, Department of Clinical and Experimental Sciences, University of Brescia, Viale Europa 11, I-25123 Brescia, Italy; DSMC-Department of Medical and Surgical Specialties, Radiological Sciences and Public Health, University of Brescia, Viale Europa 11, I-25123 Brescia, Italy.
| |
Collapse
|