1
|
Campos CF, Santos VSV, Campos Júnior EOD, da Costa Estrela D, Pires LP, Meza Bravo JV, Pereira BB. Assessment of genotoxicity of air pollution in urban areas using an integrated model of passive biomonitoring. ENVIRONMENTAL POLLUTION (BARKING, ESSEX : 1987) 2024; 355:124219. [PMID: 38797347 DOI: 10.1016/j.envpol.2024.124219] [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: 01/15/2024] [Revised: 05/23/2024] [Accepted: 05/24/2024] [Indexed: 05/29/2024]
Abstract
Atmospheric pollution is a major public health issue and has become increasingly critical for human health. Urban atmospheric pollution is typically assessed through physicochemical indicators aligned with environmental legislation parameters, providing data on air quality levels. While the effects of pollution on sensitive organisms serve as a warning for public health decision-makers, there remains a need to explore the interpretation of environmental data on pollutants. The use of species adapted to urban environments as sentinels enables continuous and integrated monitoring of environmental pollution implications on biological systems. In this study, we investigated the use of the plant species Tradescantia pallida as a biomonitor to evaluate the genotoxic effects of atmospheric pollution under diverse vehicular traffic conditions. T. pallida was strategically planted at the leading urban intersections in Uberlândia, Brazil. During COVID-19 pandemic lockdowns, we compared indicators such as physical, biological, and traffic data at different intersections in residential and commercial zones. The reduction in vehicular traffic highlighted the sensitivity of plant species to changes in air and soil pollutants. T. pallida showed bioaccumulation of heavy metals Cd and Cr in monitored areas with higher traffic levels. Additionally, we established a multiple linear regression model to estimate genotoxicity using the micronucleus test, with chromium concentration in the soil (X1) and particulate matter (PM) in the atmosphere (X2) identified as the primary independent variables. Our findings provide a comprehensive portrait of the impact of vehicular traffic changes on PM and offer valuable insights for refining parameters and models of Environmental Health Surveillance.
Collapse
Affiliation(s)
- Carlos Fernando Campos
- Federal University of Uberlândia, Institute of Biotechnology, Umuarama Campus, Uberlândia, Minas Gerais, Brazil
| | | | | | | | - Luís Paulo Pires
- Federal University of Uberlândia, Sustainability Office, Santa Mônica Campus, Uberlândia, Minas Gerais, Brazil
| | - João Vitor Meza Bravo
- Federal University of Uberlandia, Institute of Geography, Santa Monica Campus, Avenida João Naves de Ávila, 2121, 38.408-100, Uberlandia, Minas Gerais, Brazil
| | - Boscolli Barbosa Pereira
- Federal University of Uberlândia, Institute of Biotechnology, Umuarama Campus, Uberlândia, Minas Gerais, Brazil; Federal University of Uberlandia, Institute of Geography, Santa Monica Campus, Avenida João Naves de Ávila, 2121, 38.408-100, Uberlandia, Minas Gerais, Brazil.
| |
Collapse
|
3
|
Khosrovyan A, Aghajanyan E, Avalyan R, Atoyants A, Sahakyan L, Gabrielyan B, Aroutiounian R. Assessment of the mutagenic potential of the water of an urban river by means of two Tradescantia-based test systems. MUTATION RESEARCH. GENETIC TOXICOLOGY AND ENVIRONMENTAL MUTAGENESIS 2022; 876-877:503449. [PMID: 35483780 DOI: 10.1016/j.mrgentox.2022.503449] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/29/2021] [Revised: 12/30/2021] [Accepted: 01/11/2022] [Indexed: 10/19/2022]
Abstract
River pollution can be caused by anthropogenic or natural factors. When testing water quality for the presence of toxic substances, higher plants as bioindicators for the genotoxic effects of complex mixtures are effective and appropriate. Hence, in this work the Tradescantia (clone 02) stamen hair mutations (Trad-SHM) and Tradescantia micronuclei (Trad-MCN) were used to determine mutagenic and clastogenic potential of an urban river. A significant increase in the level of all studied endpoints as well as morphological changes, including pink cells (PC) and colorless cells (CC) in stamen hairs, stunted hairs (SH), tetrads with micronuclei (MN) and MN in tetrads of pollen microspores in the Tradescantia was observed compared to the negative control (tap water). As an example riverine system, part of the River Hrazdan (Armenia) flowing through a highly urbanized and industrial area was studied. The positive control (10 mM CrO3) showed the highest genotoxicity for the SHM assay (PC: 5.1 / 1000, CC: 17.9 / 1000) and for the MCN assay (12 MN / 100 tetrads and 9.4 ± 0.53 tetrads with MN). Genetic responses were analyzed in conjunction with the concentrations of select elements in the riverine water. Reasons for observing such a high level of genetic markers in the riverine water and applicability of the Tradescantia (clone 02) test-systems in environmental risk assessment and biomonitoring are discussed.
Collapse
Affiliation(s)
- Alla Khosrovyan
- National Institute of Chemical Physics and Biophysics, Laboratory of Environmental Toxicology, Akadeemia Tee 23, Tallinn, 12612, Estonia.
| | - Evelina Aghajanyan
- Laboratory of General and Molecular Genetics, RI Biology, Faculty of Biology, Yerevan State University, 8, Charents Str., Yerevan, Armenia
| | - Rima Avalyan
- Laboratory of General and Molecular Genetics, RI Biology, Faculty of Biology, Yerevan State University, 8, Charents Str., Yerevan, Armenia
| | - Anahit Atoyants
- Laboratory of General and Molecular Genetics, RI Biology, Faculty of Biology, Yerevan State University, 8, Charents Str., Yerevan, Armenia
| | - Lilit Sahakyan
- Center for Ecological-Noosphere Studies, Abovyan 68, Yerevan, 0025, Armenia
| | - Bardukh Gabrielyan
- Scientific Center of Zoology and Hydroecology of the National Academy of Sciences of Armenia, Paruyr Sevak 7, Yerevan, 0014, Armenia
| | - Rouben Aroutiounian
- Laboratory of General and Molecular Genetics, RI Biology, Faculty of Biology, Yerevan State University, 8, Charents Str., Yerevan, Armenia
| |
Collapse
|
4
|
da Silva BF, Pereira IMC, de Melo JC, Martins MCB, Barbosa MO, Silva AKO, de Siqueira WN, da Silva NH, de Oliveira AFM, Vicente C, Legaz ME, Pereira EC. Cladonia verticillaris (lichen) indicates negative impacts derived from the combustion of biodiesel blends: an alert for the environmental management for biofuels use. ENVIRONMENTAL MONITORING AND ASSESSMENT 2021; 193:809. [PMID: 34783906 DOI: 10.1007/s10661-021-09610-0] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/11/2021] [Accepted: 11/05/2021] [Indexed: 06/13/2023]
Abstract
The use of biodiesel blends with petroleum diesel in vehicular engines demands the evaluation of the possible impacts and effects of the gases emitted from their combustion on the environment. Among studies on these questions, biomonitoring using lichens is a viable alternative, given their interactions with the elements dispersed in the atmosphere, as well as its sensitivity and capacity to retain contaminants. In this study, we analyzed the effects of gas emissions from the combustion of biodiesel mixture with petroleum diesel on Cladonia verticillaris thalli. Samples of the lichen (10 g) were exposed to the gases emitted by the exhaust of the generator engine during the combustion process of biodiesel mixtures to petroleum diesel (7% (B7), 10% (B10), 40% (B40), 50% (B50), and 70% (B70)). At 90 days after exposure, samples were analyzed for n-alkane profiles, thallus morphology, photosynthetic pigment contents, and secondary lichen metabolites (protocetraric and fumarprotocetraric acids). Sets B7 and B10 showed better resistance of the lichen to pollutants. Set B40 showed a high stress evidenced by the chain elongation of n-alkanes structure and high chlorophyll production, presenting high morphological damages when compared to the control sets, B7 and B10. The results showed significant reductions of n-alkanes profiles for mixtures with high concentrations of biodiesel (B50 and B70), as well as decreases in the chlorophyll content. These groups showed an increase in the synthesis of secondary metabolites, corroborating the hypothesis that high concentrations of biodiesel in the mixture with petroleum diesel have greater impacts on the lichen. Schematic model for demonstration of using the lichen Cladonia verticillaris as biomonitor of effects from gas emissions from the combustion of biodiesel blends with petroleum diesel by a stationary engine.
Collapse
Affiliation(s)
- Bruno F da Silva
- Post-Graduate Program in Applied Ecology, Center of Nuclear Energy in Agriculture, Universidade de São Paulo, Av. São Dimas, 303, 13.416-000, Piracicaba, São Paulo, Brazil
| | - Iwelton M C Pereira
- Collegiate of the Geography Degree Course, Universidade de Pernambuco, R. Cap. Pedro Rodrigues, 55.294-902, Garanhuns, Pernambuco, Brazil
| | - James C de Melo
- Biofuels Division, Northeast Strategic Technologies Center (CETENE), Av. Prof. Luís Freire, 1, 50.740-545, Recife, Pernambuco, Brazil
| | - Mônica C B Martins
- Post-Graduate Program in Plant Biology, Department of Botany, Universidade Federal de Pernambuco, Av. Prof. Moraes Rego, 1235, 50.670-901, Recife, Pernambuco, Brazil
| | - Mariana O Barbosa
- Post-Graduate Program in Plant Biology, Department of Botany, Universidade Federal de Pernambuco, Av. Prof. Moraes Rego, 1235, 50.670-901, Recife, Pernambuco, Brazil
| | - Andrezza K O Silva
- Department of Geographical Sciences, Post-Graduate Program in Geography, Universidade Federal de Pernambuco, Av. Prof. Moraes Rego, 1235, 50.670-901, Recife, Pernambuco, Brazil
| | - Williams N de Siqueira
- Department of Biophysics and Radiation Biology, Universidade Federal de Pernambuco, Av. Prof. Moraes Rego, 1235, 50.670-901, Recife, Pernambuco, Brazil
| | - Nicácio H da Silva
- Post-Graduate Program in Biochemistry and Phisiology, Department of Biochemistry, Universidade Federal de Pernambuco, Av. Prof. Moraes Rego, 1235, 50.670-901, Recife, Pernambuco, Brazil
| | - Antônio F M de Oliveira
- Post-Graduate Program in Plant Biology, Department of Botany, Universidade Federal de Pernambuco, Av. Prof. Moraes Rego, 1235, 50.670-901, Recife, Pernambuco, Brazil
| | - Carlos Vicente
- Department of Plant Physiology, Universidad Complutense de Madrid, Calle José Antonio Novais, 12, 28.040, Madrid, Spain
| | - Maria E Legaz
- Department of Plant Physiology, Universidad Complutense de Madrid, Calle José Antonio Novais, 12, 28.040, Madrid, Spain
| | - Eugênia C Pereira
- Post-Graduate Program in Plant Biology, Department of Botany, Universidade Federal de Pernambuco, Av. Prof. Moraes Rego, 1235, 50.670-901, Recife, Pernambuco, Brazil
- Department of Geographical Sciences, Post-Graduate Program in Geography, Universidade Federal de Pernambuco, Av. Prof. Moraes Rego, 1235, 50.670-901, Recife, Pernambuco, Brazil
| |
Collapse
|
7
|
Ihantola T, Di Bucchianico S, Happo M, Ihalainen M, Uski O, Bauer S, Kuuspalo K, Sippula O, Tissari J, Oeder S, Hartikainen A, Rönkkö TJ, Martikainen MV, Huttunen K, Vartiainen P, Suhonen H, Kortelainen M, Lamberg H, Leskinen A, Sklorz M, Michalke B, Dilger M, Weiss C, Dittmar G, Beckers J, Irmler M, Buters J, Candeias J, Czech H, Yli-Pirilä P, Abbaszade G, Jakobi G, Orasche J, Schnelle-Kreis J, Kanashova T, Karg E, Streibel T, Passig J, Hakkarainen H, Jokiniemi J, Zimmermann R, Hirvonen MR, Jalava PI. Influence of wood species on toxicity of log-wood stove combustion aerosols: a parallel animal and air-liquid interface cell exposure study on spruce and pine smoke. Part Fibre Toxicol 2020; 17:27. [PMID: 32539833 PMCID: PMC7296712 DOI: 10.1186/s12989-020-00355-1] [Citation(s) in RCA: 24] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2019] [Accepted: 05/26/2020] [Indexed: 12/11/2022] Open
Abstract
Background Wood combustion emissions have been studied previously either by in vitro or in vivo models using collected particles, yet most studies have neglected gaseous compounds. Furthermore, a more accurate and holistic view of the toxicity of aerosols can be gained with parallel in vitro and in vivo studies using direct exposure methods. Moreover, modern exposure techniques such as air-liquid interface (ALI) exposures enable better assessment of the toxicity of the applied aerosols than, for example, the previous state-of-the-art submerged cell exposure techniques. Methods We used three different ALI exposure systems in parallel to study the toxicological effects of spruce and pine combustion emissions in human alveolar epithelial (A549) and murine macrophage (RAW264.7) cell lines. A whole-body mouse inhalation system was also used to expose C57BL/6 J mice to aerosol emissions. Moreover, gaseous and particulate fractions were studied separately in one of the cell exposure systems. After exposure, the cells and animals were measured for various parameters of cytotoxicity, inflammation, genotoxicity, transcriptome and proteome. Results We found that diluted (1:15) exposure pine combustion emissions (PM1 mass 7.7 ± 6.5 mg m− 3, 41 mg MJ− 1) contained, on average, more PM and polycyclic aromatic hydrocarbons (PAHs) than spruce (PM1 mass 4.3 ± 5.1 mg m− 3, 26 mg MJ− 1) emissions, which instead showed a higher concentration of inorganic metals in the emission aerosol. Both A549 cells and mice exposed to these emissions showed low levels of inflammation but significantly increased genotoxicity. Gaseous emission compounds produced similar genotoxicity and a higher inflammatory response than the corresponding complete combustion emission in A549 cells. Systems biology approaches supported the findings, but we detected differing responses between in vivo and in vitro experiments. Conclusions Comprehensive in vitro and in vivo exposure studies with emission characterization and systems biology approaches revealed further information on the effects of combustion aerosol toxicity than could be achieved with either method alone. Interestingly, in vitro and in vivo exposures showed the opposite order of the highest DNA damage. In vitro measurements also indicated that the gaseous fraction of emission aerosols may be more important in causing adverse toxicological effects. Combustion aerosols of different wood species result in mild but aerosol specific in vitro and in vivo effects.
Collapse
Affiliation(s)
- Tuukka Ihantola
- Department of Environmental and Biological Sciences, University of Eastern Finland, Yliopistonranta 1, P.O.Box 1627, FI-70210, Kuopio, Finland.
| | - Sebastiano Di Bucchianico
- Joint Mass Spectrometry Center (JMSC) at Comprehensive Molecular Analytics (CMA), Helmholtz Zentrum München, Ingolstädter Landstraße 1, D-85764, Neuherberg, Germany
| | - Mikko Happo
- Department of Environmental and Biological Sciences, University of Eastern Finland, Yliopistonranta 1, P.O.Box 1627, FI-70210, Kuopio, Finland.,Ramboll Finland, P.O.Box 25 Itsehallintokuja 3, FI-02601, Espoo, Finland
| | - Mika Ihalainen
- Department of Environmental and Biological Sciences, University of Eastern Finland, Yliopistonranta 1, P.O.Box 1627, FI-70210, Kuopio, Finland
| | - Oskari Uski
- Department of Environmental and Biological Sciences, University of Eastern Finland, Yliopistonranta 1, P.O.Box 1627, FI-70210, Kuopio, Finland
| | - Stefanie Bauer
- Joint Mass Spectrometry Center (JMSC) at Comprehensive Molecular Analytics (CMA), Helmholtz Zentrum München, Ingolstädter Landstraße 1, D-85764, Neuherberg, Germany
| | - Kari Kuuspalo
- Department of Environmental and Biological Sciences, University of Eastern Finland, Yliopistonranta 1, P.O.Box 1627, FI-70210, Kuopio, Finland.,Present address: Savonia University of applied sciences, Microkatu 1, FI-70210, Kuopio, Finland
| | - Olli Sippula
- Department of Environmental and Biological Sciences, University of Eastern Finland, Yliopistonranta 1, P.O.Box 1627, FI-70210, Kuopio, Finland
| | - Jarkko Tissari
- Department of Environmental and Biological Sciences, University of Eastern Finland, Yliopistonranta 1, P.O.Box 1627, FI-70210, Kuopio, Finland
| | - Sebastian Oeder
- Joint Mass Spectrometry Center (JMSC) at Comprehensive Molecular Analytics (CMA), Helmholtz Zentrum München, Ingolstädter Landstraße 1, D-85764, Neuherberg, Germany
| | - Anni Hartikainen
- Department of Environmental and Biological Sciences, University of Eastern Finland, Yliopistonranta 1, P.O.Box 1627, FI-70210, Kuopio, Finland
| | - Teemu J Rönkkö
- Department of Environmental and Biological Sciences, University of Eastern Finland, Yliopistonranta 1, P.O.Box 1627, FI-70210, Kuopio, Finland
| | - Maria-Viola Martikainen
- Department of Environmental and Biological Sciences, University of Eastern Finland, Yliopistonranta 1, P.O.Box 1627, FI-70210, Kuopio, Finland
| | - Kati Huttunen
- Department of Environmental and Biological Sciences, University of Eastern Finland, Yliopistonranta 1, P.O.Box 1627, FI-70210, Kuopio, Finland
| | - Petra Vartiainen
- Department of Environmental and Biological Sciences, University of Eastern Finland, Yliopistonranta 1, P.O.Box 1627, FI-70210, Kuopio, Finland
| | - Heikki Suhonen
- Department of Environmental and Biological Sciences, University of Eastern Finland, Yliopistonranta 1, P.O.Box 1627, FI-70210, Kuopio, Finland
| | - Miika Kortelainen
- Department of Environmental and Biological Sciences, University of Eastern Finland, Yliopistonranta 1, P.O.Box 1627, FI-70210, Kuopio, Finland
| | - Heikki Lamberg
- Department of Environmental and Biological Sciences, University of Eastern Finland, Yliopistonranta 1, P.O.Box 1627, FI-70210, Kuopio, Finland
| | - Ari Leskinen
- Department of Environmental and Biological Sciences, University of Eastern Finland, Yliopistonranta 1, P.O.Box 1627, FI-70210, Kuopio, Finland.,Finnish Meteorological Institute, Yliopistonranta 1 F, FI-70210, Kuopio, Finland
| | - Martin Sklorz
- Joint Mass Spectrometry Center (JMSC) at Comprehensive Molecular Analytics (CMA), Helmholtz Zentrum München, Ingolstädter Landstraße 1, D-85764, Neuherberg, Germany.,Joint Mass Spectrometry Center (JMSC) at Analytical Chemistry, Institute of Chemistry, University of Rostock, Dr. Lorenzweg 2, D-18051, Rostock, Germany
| | - Bernhard Michalke
- Research Unit Analytical BioGeoChemistry, Helmholtz Zentrum München, Ingolstädter Landstraße 1, D-85764, Neuherberg, Germany
| | - Marco Dilger
- Institute of Toxicology and Genetics, Karlsruhe Institute of Technology, Campus North, D-76344, Eggenstein-Leopoldshafen, Germany
| | - Carsten Weiss
- Institute of Toxicology and Genetics, Karlsruhe Institute of Technology, Campus North, D-76344, Eggenstein-Leopoldshafen, Germany
| | - Gunnar Dittmar
- Luxembourg institute of health, 1A-B rue Thomas Edison, 1445, Strassen, Luxembourg
| | - Johannes Beckers
- Institute of Experimental Genetics (IEG), Helmholtz Zentrum München, Ingolstädter Landstraße 1, D-85764, Neuherberg, Germany.,Technical University of Munich, Chair of Experimental Genetics, D-85350, Freising-Weihenstephan, Germany.,German Center for Diabetes Research (DZD), D-85764, Neuherberg, Germany
| | - Martin Irmler
- Institute of Experimental Genetics (IEG), Helmholtz Zentrum München, Ingolstädter Landstraße 1, D-85764, Neuherberg, Germany
| | - Jeroen Buters
- ZAUM - Center of Allergy & Environment, Technical University Munich/Helmholtz Center Munich, Biedersteiner Str. 29, D-80802, Munich, Germany
| | - Joana Candeias
- ZAUM - Center of Allergy & Environment, Technical University Munich/Helmholtz Center Munich, Biedersteiner Str. 29, D-80802, Munich, Germany
| | - Hendryk Czech
- Department of Environmental and Biological Sciences, University of Eastern Finland, Yliopistonranta 1, P.O.Box 1627, FI-70210, Kuopio, Finland.,Joint Mass Spectrometry Center (JMSC) at Comprehensive Molecular Analytics (CMA), Helmholtz Zentrum München, Ingolstädter Landstraße 1, D-85764, Neuherberg, Germany
| | - Pasi Yli-Pirilä
- Department of Environmental and Biological Sciences, University of Eastern Finland, Yliopistonranta 1, P.O.Box 1627, FI-70210, Kuopio, Finland
| | - Gülcin Abbaszade
- Joint Mass Spectrometry Center (JMSC) at Comprehensive Molecular Analytics (CMA), Helmholtz Zentrum München, Ingolstädter Landstraße 1, D-85764, Neuherberg, Germany
| | - Gert Jakobi
- Joint Mass Spectrometry Center (JMSC) at Comprehensive Molecular Analytics (CMA), Helmholtz Zentrum München, Ingolstädter Landstraße 1, D-85764, Neuherberg, Germany
| | - Jürgen Orasche
- Joint Mass Spectrometry Center (JMSC) at Comprehensive Molecular Analytics (CMA), Helmholtz Zentrum München, Ingolstädter Landstraße 1, D-85764, Neuherberg, Germany
| | - Jürgen Schnelle-Kreis
- Joint Mass Spectrometry Center (JMSC) at Comprehensive Molecular Analytics (CMA), Helmholtz Zentrum München, Ingolstädter Landstraße 1, D-85764, Neuherberg, Germany
| | - Tamara Kanashova
- Joint Mass Spectrometry Center (JMSC) at Analytical Chemistry, Institute of Chemistry, University of Rostock, Dr. Lorenzweg 2, D-18051, Rostock, Germany.,Max-Delbrück-Centrum für Molekulare Medizin (MDC), Robert-Rössle-Str. 10, D-13125, Berlin, Germany
| | - Erwin Karg
- Joint Mass Spectrometry Center (JMSC) at Comprehensive Molecular Analytics (CMA), Helmholtz Zentrum München, Ingolstädter Landstraße 1, D-85764, Neuherberg, Germany
| | - Thorsten Streibel
- Joint Mass Spectrometry Center (JMSC) at Comprehensive Molecular Analytics (CMA), Helmholtz Zentrum München, Ingolstädter Landstraße 1, D-85764, Neuherberg, Germany.,Joint Mass Spectrometry Center (JMSC) at Analytical Chemistry, Institute of Chemistry, University of Rostock, Dr. Lorenzweg 2, D-18051, Rostock, Germany
| | - Johannes Passig
- Joint Mass Spectrometry Center (JMSC) at Analytical Chemistry, Institute of Chemistry, University of Rostock, Dr. Lorenzweg 2, D-18051, Rostock, Germany
| | - Henri Hakkarainen
- Department of Environmental and Biological Sciences, University of Eastern Finland, Yliopistonranta 1, P.O.Box 1627, FI-70210, Kuopio, Finland
| | - Jorma Jokiniemi
- Department of Environmental and Biological Sciences, University of Eastern Finland, Yliopistonranta 1, P.O.Box 1627, FI-70210, Kuopio, Finland
| | - Ralf Zimmermann
- Joint Mass Spectrometry Center (JMSC) at Comprehensive Molecular Analytics (CMA), Helmholtz Zentrum München, Ingolstädter Landstraße 1, D-85764, Neuherberg, Germany.,Joint Mass Spectrometry Center (JMSC) at Analytical Chemistry, Institute of Chemistry, University of Rostock, Dr. Lorenzweg 2, D-18051, Rostock, Germany
| | - Maija-Riitta Hirvonen
- Department of Environmental and Biological Sciences, University of Eastern Finland, Yliopistonranta 1, P.O.Box 1627, FI-70210, Kuopio, Finland
| | - Pasi I Jalava
- Department of Environmental and Biological Sciences, University of Eastern Finland, Yliopistonranta 1, P.O.Box 1627, FI-70210, Kuopio, Finland
| |
Collapse
|