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Sreetharan S, Frelon S, Horemans N, Laloi P, Salomaa S, Adam-Guillermin C. Ionizing radiation exposure effects across multiple generations: evidence and lessons from non-human biota. Int J Radiat Biol 2023; 100:1312-1329. [PMID: 38079349 DOI: 10.1080/09553002.2023.2281512] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2023] [Revised: 10/11/2023] [Accepted: 10/22/2023] [Indexed: 08/30/2024]
Abstract
A Task Group (TG121) of the International Commission on Radiological Protection (ICRP) Committee 1 was launched in 2021 to study the effects of ionizing radiation in offspring and next generations. In this report, we summarize the evidence of multi- and trans-generational effects in non-human biota species that was discussed at the ICRP workshop entitled "Effects of Ionizing Radiation Exposure in Offspring and Next Generations" in June 2022. Epigenetic changes, including changes in DNA methylation, have been observed in trans- and multi-generational irradiation studies in both plants and animals. There were also reports of changes in offspring survival and reproduction. The reported evidence for altered reproduction is an area of potential concern, due to possible effects at the population or ecosystem level. Different considerations are also discussed regarding non-human biota data, such as transferability of data between different species or extending knowledge to humans, differences in species radiosensitivity, the presence of adaptive responses, and dose reconstruction for exposures that occur across multiple generations. Overall, there is a diverse range of available data of the effects in non-human biota, and it will require careful consideration when incorporating this evidence into the system of radiological protection of humans and of the environment.
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Affiliation(s)
- Shayenthiran Sreetharan
- Radiation Safety, London Health Sciences Centre (LHSC), London, Ontario, Canada
- Department of Physics and Astronomy, McMaster University, Hamilton, Ontario, Canada
| | - Sandrine Frelon
- Institut de Radioprotection et de Sûreté Nucléaire (IRSN), PSE-ENV/SRTE/LECO, Cadarache, Saint-Paul-lez-Durance, France
| | - Nele Horemans
- Belgian Nuclear Research Centre (SCK CEN), Biosphere Impact Studies (BIS), Mol, Belgium
- Centre of Environmental Sciences, University of Hasselt, Diepenbeek, Belgium
| | - Patrick Laloi
- Univ Lyon, Université Claude Bernard Lyon 1, CNRS, ENTPE, UMR 5023 LEHNA, Villeurbanne, France
| | - Sisko Salomaa
- Department of Environmental and Biological Sciences, University of Eastern Finland, Kuopio, Finland
| | - Christelle Adam-Guillermin
- PSE-SANTE/SDOS/LMDN, Institut de Radioprotection et de Sûreté Nucléaire (IRSN), Cadarache, Saint-Paul-lez-Durance, France
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2
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Ferreira MF, Turner A, Vernon EL, Grisolia C, Lebaron-Jacobs L, Malard V, Jha AN. Tritium: Its relevance, sources and impacts on non-human biota. THE SCIENCE OF THE TOTAL ENVIRONMENT 2023; 876:162816. [PMID: 36921857 DOI: 10.1016/j.scitotenv.2023.162816] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/18/2023] [Revised: 03/06/2023] [Accepted: 03/08/2023] [Indexed: 06/18/2023]
Abstract
Tritium (3H) is a radioactive isotope of hydrogen that is abundantly released from nuclear industries. It is extremely mobile in the environment and in all biological systems, representing an increasing concern for the health of both humans and non-human biota (NHB). The present review examines the sources and characteristics of tritium in the environment, and evaluates available information pertaining to its biological effects at different levels of biological organisation in NHB. Despite an increasing number of publications in the tritium radiobiology field, there exists a significant disparity between data available for the different taxonomic groups and species, and observations are heavily biased towards marine bivalves, fish and mammals (rodents). Further limitations relate to the scarcity of information in the field relative to the laboratory, and lack of studies that employ forms of tritium other than tritiated water (HTO). Within these constraints, different responses to HTO exposure, from molecular to behavioural, have been reported during early life stages, but the potential transgenerational effects are unclear. The application of rapidly developing "omics" techniques could help to fill these knowledge gaps and further elucidate the relationships between molecular and organismal level responses through the development of radiation specific adverse outcome pathways (AOPs). The use of a greater diversity of keystone species and exposures to multiple stressors, elucidating other novel effects (e.g., by-stander, germ-line, transgenerational and epigenetic effects) offers opportunities to improve environmental risk assessments for the radionuclide. These could be combined with artificial intelligence (AI) including machine learning (ML) and ecosystem-based approaches.
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Affiliation(s)
- Maria Florencia Ferreira
- School of Biological and Marine Sciences, University of Plymouth, Drake Circus, Plymouth PL4 8AA, UK
| | - Andrew Turner
- School of Geography, Earth and Environmental Sciences, University of Plymouth, Drake Circus, Plymouth PL4 8AA, UK
| | - Emily L Vernon
- School of Biological and Marine Sciences, University of Plymouth, Drake Circus, Plymouth PL4 8AA, UK
| | | | | | - Veronique Malard
- Aix Marseille Univ, CEA, CNRS, BIAM, IPM, F-13108 Saint Paul-Lez-Durance, France
| | - Awadhesh N Jha
- School of Biological and Marine Sciences, University of Plymouth, Drake Circus, Plymouth PL4 8AA, UK.
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3
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Koppel DJ, Cresswell T, MacIntosh A, von Hellfeld R, Hastings A, Higgins S. Threshold values for the protection of marine ecosystems from NORM in subsea oil and gas infrastructure. JOURNAL OF ENVIRONMENTAL RADIOACTIVITY 2023; 258:107093. [PMID: 36621180 DOI: 10.1016/j.jenvrad.2022.107093] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/01/2022] [Revised: 12/11/2022] [Accepted: 12/15/2022] [Indexed: 06/17/2023]
Abstract
This modelling study uses the ERICA Tool and Bateman's equation to derive sediment threshold values for radiation protection of the marine environment relevant to NORM-contaminated products (radium-contaminated scales, 210Pb films and 210Po films) found in subsea oil and gas infrastructure. Threshold values are calculated as the activity concentration of the NORM-contaminated products' head of chain radionuclide (i.e., 226Ra + 228Ra, 210Pb, or 210Po) that will increase radiation dose rates in sediments by 10 μGy/h to the most exposed organism at a given release time. The minimum threshold value (corresponding to peak radiation dose rates from the ingrowth of progeny) were for radium-contaminated scales, 0.009 Bq/g of 226Ra, 0.029 Bq/g of 228Ra (in the absence of 226Ra) or 0.14 Bq/g of 228Ra (in the presence of 226Ra), followed by 0.015 Bq/g for 210Pb films, and 1.6 Bq/g for 210Po films. These may be used as default threshold values. Added activity concentrations of the NORM-contaminated products to marine sediments below these threshold values implies a low radiological risk to organisms while exceedances imply that further investigation is necessary. Using contaminated product specific parameterisations, such as Kd values derived for Ra from a BaSO4 matrix in seawater, could greatly affect threshold values. Strong consideration should be given to deriving such data as part of specific radiological risk assessments for these products.
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Affiliation(s)
- Darren J Koppel
- Curtin University Oil and Gas Innovation Centre, Faculty of Science and Engineering, Curtin University, Perth, WA, Australia; Australian Institute of Marine Science, Crawley, WA, Australia.
| | - Tom Cresswell
- Australian Nuclear Science and Technology Organisation, Lucas Heights, NSW, Australia
| | - Amy MacIntosh
- Australian Nuclear Science and Technology Organisation, Lucas Heights, NSW, Australia; Department of Earth and Environmental Sciences, Macquarie University, Sydney, NSW, Australia
| | - Rebecca von Hellfeld
- School of Biological Sciences, University of Aberdeen, Aberdeen, Scotland, UK; National Decommissioning Centre, Ellon, Scotland, UK
| | - Astley Hastings
- School of Biological Sciences, University of Aberdeen, Aberdeen, Scotland, UK; National Decommissioning Centre, Ellon, Scotland, UK
| | - Stuart Higgins
- Curtin University Oil and Gas Innovation Centre, Faculty of Science and Engineering, Curtin University, Perth, WA, Australia
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4
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Tollefsen KE, Alonzo F, Beresford NA, Brede DA, Dufourcq-Sekatcheff E, Gilbin R, Horemans N, Hurem S, Laloi P, Maremonti E, Oughton D, Simon O, Song Y, Wood MD, Xie L, Frelon S. Adverse outcome pathways (AOPs) for radiation-induced reproductive effects in environmental species: state of science and identification of a consensus AOP network. Int J Radiat Biol 2022; 98:1816-1831. [PMID: 35976054 DOI: 10.1080/09553002.2022.2110317] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
BACKGROUND Reproductive effects of ionizing radiation in organisms have been observed under laboratory and field conditions. Such assessments often rely on associations between exposure and effects, and thus lacking a detailed mechanistic understanding of causality between effects occurring at different levels of biological organization. The Adverse Outcome Pathway (AOP), a conceptual knowledge framework to capture, organize, evaluate and visualize the scientific knowledge of relevant toxicological effects, has the potential to evaluate the causal relationships between molecular, cellular, individual, and population effects. This paper presents the first development of a set of consensus AOPs for reproductive effects of ionizing radiation in wildlife. This work was performed by a group of experts formed during a workshop organized jointly by the Multidisciplinary European Low Dose Initiative (MELODI) and the European Radioecology Alliance (ALLIANCE) associations to present the AOP approach and tools. The work presents a series of taxon-specific case studies that were used to identify relevant empirical evidence, identify common AOP components and propose a set of consensus AOPs that could be organized into an AOP network with broader taxonomic applicability. CONCLUSION Expert consultation led to the identification of key biological events and description of causal linkages between ionizing radiation, reproductive impairment and reduction in population fitness. The study characterized the knowledge domain of taxon-specific AOPs, identified knowledge gaps pertinent to reproductive-relevant AOP development and reflected on how AOPs could assist applications in radiation (radioecological) research, environmental health assessment, and radiological protection. Future advancement and consolidation of the AOPs is planned to include structured weight of evidence considerations, formalized review and critical assessment of the empirical evidence prior to formal submission and review by the OECD sponsored AOP development program.
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Affiliation(s)
- Knut Erik Tollefsen
- Norwegian Institute for Water Research (NIVA), Oslo, Norway.,Faculty of Environmental Sciences and Natural Resource Management, Norwegian University of Life Sciences (NMBU), Ås, Norway.,Centre for Environmental Radioactivity, Norwegian University of Life Sciences (NMBU), Ås, Norway
| | - Frédéric Alonzo
- Health and Environment Division, Institute for Radiological Protection and Nuclear Safety (IRSN), Saint-Paul-Lez-Durance, France
| | - Nicholas A Beresford
- UK Centre for Ecology & Hydrology, Lancaster Environment Centre, Bailrigg, UK.,School of Science, Engineering & Environment, University of Salford, Salford, UK
| | - Dag Anders Brede
- Faculty of Environmental Sciences and Natural Resource Management, Norwegian University of Life Sciences (NMBU), Ås, Norway.,Centre for Environmental Radioactivity, Norwegian University of Life Sciences (NMBU), Ås, Norway
| | - Elizabeth Dufourcq-Sekatcheff
- Health and Environment Division, Institute for Radiological Protection and Nuclear Safety (IRSN), Saint-Paul-Lez-Durance, France
| | - Rodolphe Gilbin
- Health and Environment Division, Institute for Radiological Protection and Nuclear Safety (IRSN), Saint-Paul-Lez-Durance, France
| | | | - Selma Hurem
- Centre for Environmental Radioactivity, Norwegian University of Life Sciences (NMBU), Ås, Norway.,Faculty of Veterinary medicine, Norwegian University of Life Sciences (NMBU), Ås, Norway
| | - Patrick Laloi
- Health and Environment Division, Institute for Radiological Protection and Nuclear Safety (IRSN), Saint-Paul-Lez-Durance, France
| | - Erica Maremonti
- Faculty of Environmental Sciences and Natural Resource Management, Norwegian University of Life Sciences (NMBU), Ås, Norway.,Centre for Environmental Radioactivity, Norwegian University of Life Sciences (NMBU), Ås, Norway
| | - Deborah Oughton
- Faculty of Environmental Sciences and Natural Resource Management, Norwegian University of Life Sciences (NMBU), Ås, Norway.,Centre for Environmental Radioactivity, Norwegian University of Life Sciences (NMBU), Ås, Norway
| | - Olivier Simon
- Health and Environment Division, Institute for Radiological Protection and Nuclear Safety (IRSN), Saint-Paul-Lez-Durance, France
| | - You Song
- Norwegian Institute for Water Research (NIVA), Oslo, Norway.,Centre for Environmental Radioactivity, Norwegian University of Life Sciences (NMBU), Ås, Norway
| | - Michael D Wood
- School of Science, Engineering & Environment, University of Salford, Salford, UK
| | - Li Xie
- Norwegian Institute for Water Research (NIVA), Oslo, Norway.,Centre for Environmental Radioactivity, Norwegian University of Life Sciences (NMBU), Ås, Norway
| | - Sandrine Frelon
- Health and Environment Division, Institute for Radiological Protection and Nuclear Safety (IRSN), Saint-Paul-Lez-Durance, France
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5
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Chauhan V, Hamada N, Garnier-Laplace J, Laurier D, Beaton D, Tollefsen KE, Locke PA. Establishing a Communication and Engagement Strategy to Facilitate the Adoption of the Adverse Outcome Pathways in Radiation Research and Regulation. Int J Radiat Biol 2022; 98:1714-1721. [PMID: 35666945 DOI: 10.1080/09553002.2022.2086716] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
Abstract
BACKGROUND Studies on human health and ecological effects of ionizing radiation are rapidly evolving as innovative technologies arise and the body of scientific knowledge grows. Structuring this information could effectively support the development of decision making tools and health risk models to complement current system of radiation protection. To this end, the adverse outcome pathway (AOP) approach is being explored as a means to consolidate the most relevant research to identify causation between exposure to a chemical or non-chemical stressor and disease or adverse effect progression. This tool is particularly important for low dose and low dose rate radiation exposures because of the latency and uncertainties in the biological responses at these exposure levels. To progress this aspect, it is essential to build a community of developers, facilitators, risk assessors (in the private sector and in government), policy-makers, and regulators who understand the strengths and weaknesses of, and how to appropriately utilize AOPs for consolidating our knowledge on the impact of low dose ionizing radiation. Through co-ordination with the Organisation of Economic Co-operation and Development (OECD) Nuclear Energy Agency (NEA) High-Level Group on Low-Dose Research (HLG-LDR) and OECD's AOP Programme, initiatives are under way to demonstrate this approach in radiation research and regulation. Among these, a robust communications strategy and stakeholder engagement will be essential. It will help establish best practices for AOPs in institutional project development and aid in dissemination for more efficient and timely uptake and use of AOPs. In this regard, on June 1, 2021, the Radiation and Chemical (Rad/Chem) AOP Joint Topical Group was formed as part of the initiative from the NEA's HLG-LDR. The topical group will work to develop a communication and engagement strategy to define the target audiences, establish the clear messages and identify the delivery and engagement platforms. CONCLUSION The incorporation of the best science and better decision-making should motive the radiation protection community to develop, refine and use AOPs, recognizing that their incorporation into radiation health risk assessments is critical for public health and environmental protection in the 21st century.
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Affiliation(s)
- Vinita Chauhan
- Environmental Health Science Research Bureau, Health Canada, Ottawa, Ontario, Canada
| | - Nobuyuki Hamada
- Environmental Chemistry Division, Sustainable System Research Laboratory, Central Research Institute of Electric Power Industry (CRIEPI), Komae, Tokyo, Japan
| | | | - Dominique Laurier
- Institute for Radiological Protection and Nuclear Safety (IRSN), Health and Environment Division, Fontenay-aux-Roses, F-92262, France
| | | | - Knut Erik Tollefsen
- Norwegian Institute for Water Research (NIVA), Oslo, Norway.,Norwegian University of Life Sciences (NMBU), Ås, Norway.,Centre for Environmental Radioactivity, Norwegian University of Life Sciences (NMBU), Ås, Norway
| | - Paul A Locke
- Johns Hopkins Bloomberg School of Public Health, Baltimore, MD USA
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6
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Koppel DJ, Kho F, Hastings A, Crouch D, MacIntosh A, Cresswell T, Higgins S. Current understanding and research needs for ecological risk assessments of naturally occurring radioactive materials (NORM) in subsea oil and gas pipelines. JOURNAL OF ENVIRONMENTAL RADIOACTIVITY 2022; 241:106774. [PMID: 34823203 DOI: 10.1016/j.jenvrad.2021.106774] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/14/2021] [Accepted: 11/06/2021] [Indexed: 06/13/2023]
Abstract
Thousands of offshore oil and gas facilities are coming to the end of their life in jurisdictions worldwide and will require decommissioning. In-situ decommissioning, where the subsea components of that infrastructure are left in the marine environment following the end of its productive life, has been proposed as an option that delivers net benefits, including from: ecological benefits from the establishment of artificial reefs, economic benefits from associated fisheries, reduced costs and improved human safety outcomes for operators. However, potential negative impacts, such as the ecological risk of residual contaminants, are not well understood. Naturally occurring radioactive materials (NORM) are a class of contaminants found in some oil and gas infrastructure (e.g. pipelines) and includes radionuclides of uranium, thorium, radium, radon, lead, and polonium. NORM are ubiquitous in oil and gas reservoirs around the world and may form contamination products including scales and sludges in subsea infrastructure due to their chemistries and the physical processes of oil and gas extraction. The risk that NORM from these sources pose to marine ecosystems is not yet understood meaning that decisions made about decommissioning may not deliver the best outcomes for environments. In this review, we consider the life of NORM-contamination products in oil and gas systems, their expected exposure pathways in the marine environment, and possible ecological impacts following release. These are accompanied by the key research priorities that need to better describe risk associated with decommissioning options.
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Affiliation(s)
- Darren J Koppel
- Curtin University Oil and Gas Innovation Centre, Faculty of Science and Engineering, Curtin University, Perth, WA, Australia; CSIRO Land and Water, Lucas Heights, NSW, Australia.
| | - Fenny Kho
- Curtin University Oil and Gas Innovation Centre, Faculty of Science and Engineering, Curtin University, Perth, WA, Australia; Curtin Corrosion Center, Curtin University, Perth, WA, Australia
| | | | - Dean Crouch
- Curtin University Oil and Gas Innovation Centre, Faculty of Science and Engineering, Curtin University, Perth, WA, Australia
| | - Amy MacIntosh
- Australian Nuclear Science and Technology Organisation, Lucas Heights, NSW, Australia; Department of Earth and Environmental Sciences, Macquarie University, Sydney, NSW, Australia
| | - Tom Cresswell
- Australian Nuclear Science and Technology Organisation, Lucas Heights, NSW, Australia
| | - Stuart Higgins
- Curtin University Oil and Gas Innovation Centre, Faculty of Science and Engineering, Curtin University, Perth, WA, Australia
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7
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Gilbin R, Arnold T, Beresford NA, Berthomieu C, Brown JE, de With G, Horemans N, Madruga MJ, Masson O, Merroun M, Michalik B, Muikku M, O'Toole S, Mrdakovic Popic J, Nogueira P, Real A, Sachs S, Salbu B, Stark K, Steiner M, Sweeck L, Vandenhove H, Vidal M, Vives I Batlle J. An updated strategic research agenda for the integration of radioecology in the european radiation protection research. JOURNAL OF ENVIRONMENTAL RADIOACTIVITY 2021; 237:106697. [PMID: 34334231 DOI: 10.1016/j.jenvrad.2021.106697] [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: 07/03/2021] [Accepted: 07/03/2021] [Indexed: 06/13/2023]
Abstract
The ALLIANCE Strategic Research Agenda (SRA) for radioecology is a living document that defines a long-term vision (20 years) of the needs for, and implementation of, research in radioecology in Europe. The initial SRA, published in 2012, included consultation with a wide range of stakeholders (Hinton et al., 2013). This revised version is an update of the research strategy for identified research challenges, and includes a strategy to maintain and develop the associated required capacities for workforce (education and training) and research infrastructures and capabilities. Beyond radioecology, this SRA update constitutes a contribution to the implementation of a Joint Roadmap for radiation protection research in Europe (CONCERT, 2019a). This roadmap, established under the H2020 European Joint Programme CONCERT, provides a common and shared vision for radiation protection research, priority areas and strategic objectives for collaboration within a European radiation protection research programme to 2030 and beyond. Considering the advances made since the first SRA, this updated version presents research challenges and priorities including identified scientific issues that, when successfully resolved, have the potential to impact substantially and strengthen the system and/or practice of the overall radiation protection (game changers) in radioecology with regard to their integration into the global vision of European research in radiation protection. An additional aim of this paper is to encourage contribution from research communities, end users, decision makers and other stakeholders in the evaluation, further advancement and accomplishment of the identified priorities.
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8
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Lavrinienko A, Hämäläinen A, Hindström R, Tukalenko E, Boratyński Z, Kivisaari K, Mousseau TA, Watts PC, Mappes T. Comparable response of wild rodent gut microbiome to anthropogenic habitat contamination. Mol Ecol 2021; 30:3485-3499. [PMID: 33955637 DOI: 10.1111/mec.15945] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2020] [Revised: 04/07/2021] [Accepted: 04/29/2021] [Indexed: 12/11/2022]
Abstract
Species identity is thought to dominate over environment in shaping wild rodent gut microbiota, but it remains unknown whether the responses of host gut microbiota to shared anthropogenic habitat impacts are species-specific or if the general gut microbiota response is similar across host species. Here, we compare the influence of exposure to radionuclide contamination on the gut microbiota of four wild mouse species: Apodemus flavicollis, A. sylvaticus, A. speciosus and A. argenteus. Building on the evidence that radiation impacts bank vole (Myodes glareolus) gut microbiota, we hypothesized that radiation exposure has a general impact on rodent gut microbiota. Because we sampled (n = 288) two species pairs of Apodemus mice that occur in sympatry in habitats affected by the Chernobyl and Fukushima nuclear accidents, these comparisons provide an opportunity for a general assessment of the effects of exposure to environmental contamination (radionuclides) on gut microbiota across host phylogeny and geographical areas. In general agreement with our hypothesis, analyses of bacterial 16S rRNA gene sequences revealed that radiation exposure alters the gut microbiota composition and structure in three of the four species of Apodemus mice. The notable lack of an association between the gut microbiota and soil radionuclide contamination in one mouse species from Fukushima (A. argenteus) probably reflects host "radiation escape" through its unique tree-dwelling lifestyle. The finding that host ecology can modulate effects of radiation exposure offers an interesting counterpoint for future analyses into effects of radiation or any other toxic exposure on host and its associated microbiota. Our data show that exposure to radionuclide contamination is linked to comparable gut microbiota responses across multiple species of rodents.
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Affiliation(s)
- Anton Lavrinienko
- Ecology and Genetics, University of Oulu, Oulu, Finland.,Department of Biological and Environmental Science, University of Jyväskylä, Jyväskylä, Finland
| | - Anni Hämäläinen
- Ecology and Genetics, University of Oulu, Oulu, Finland.,Department of Biological and Environmental Science, University of Jyväskylä, Jyväskylä, Finland.,Institute of Environmental Sciences, Jagiellonian University, Kraków, Poland
| | | | - Eugene Tukalenko
- Ecology and Genetics, University of Oulu, Oulu, Finland.,National Research Center for Radiation Medicine of the National Academy of Medical Science, Kyiv, Ukraine
| | - Zbyszek Boratyński
- CIBIO-InBIO Associate Laboratory, Research Center in Biodiversity and Genetic Resources, University of Porto, Vairão, Portugal
| | - Kati Kivisaari
- Department of Biological and Environmental Science, University of Jyväskylä, Jyväskylä, Finland
| | - Timothy A Mousseau
- Department of Biological Sciences, University of South Carolina, Columbia, SC, USA.,SURA/LASSO/NASA, ISS Utilization and Life Sciences Division, Kennedy Space Center, Cape Canaveral, FL, USA
| | - Phillip C Watts
- Ecology and Genetics, University of Oulu, Oulu, Finland.,Department of Biological and Environmental Science, University of Jyväskylä, Jyväskylä, Finland
| | - Tapio Mappes
- Department of Biological and Environmental Science, University of Jyväskylä, Jyväskylä, Finland
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9
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Beaugelin-Seiller K, Garnier-Laplace J. Answer to comments made by J. Smith on "Is non-human species radiosensitivity in the lab a good indicator of that in the field? Making the comparison more robust" by Beaugelin-Seiller et al. (2018). JOURNAL OF ENVIRONMENTAL RADIOACTIVITY 2020; 211:105924. [PMID: 30862370 DOI: 10.1016/j.jenvrad.2019.02.016] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/22/2019] [Accepted: 02/26/2019] [Indexed: 06/09/2023]
Affiliation(s)
- Karine Beaugelin-Seiller
- Institut de Radioprotection et de Sûreté Nucléaire, PSE-ENV/SRTE/LECO, St Paul les Durance, 13115, France.
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