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Baudiffier D, Audouze K, Armant O, Frelon S, Charles S, Beaudouin R, Cosio C, Payrastre L, Siaussat D, Burgeot T, Mauffret A, Degli Esposti D, Mougin C, Delaunay D, Coumoul X. Editorial trend: adverse outcome pathway (AOP) and computational strategy - towards new perspectives in ecotoxicology. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH INTERNATIONAL 2024; 31:6587-6596. [PMID: 37966636 DOI: 10.1007/s11356-023-30647-w] [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: 03/15/2023] [Accepted: 10/18/2023] [Indexed: 11/16/2023]
Abstract
The adverse outcome pathway (AOP) has been conceptualized in 2010 as an analytical construct to describe a sequential chain of causal links between key events, from a molecular initiating event leading to an adverse outcome (AO), considering several levels of biological organization. An AOP aims to identify and organize available knowledge about toxic effects of chemicals and drugs, either in ecotoxicology or toxicology, and it can be helpful in both basic and applied research and serve as a decision-making tool in support of regulatory risk assessment. The AOP concept has evolved since its introduction, and recent research in toxicology, based on integrative systems biology and artificial intelligence, gave it a new dimension. This innovative in silico strategy can help to decipher mechanisms of action and AOP and offers new perspectives in AOP development. However, to date, this strategy has not yet been applied to ecotoxicology. In this context, the main objective of this short article is to discuss the relevance and feasibility of transferring this strategy to ecotoxicology. One of the challenges to be discussed is the level of organisation that is relevant to address for the AO (population/community). This strategy also offers many advantages that could be fruitful in ecotoxicology and overcome the lack of time, such as the rapid identification of data available at a time t, or the identification of "data gaps". Finally, this article proposes a step forward with suggested priority topics in ecotoxicology that could benefit from this strategy.
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Affiliation(s)
| | - Karine Audouze
- Université Paris Cité - INSERM T3S, 45 rue des Saints-Pères, 75006, Paris, France
| | - Olivier Armant
- Institut de Radioprotection et de Sûreté Nucléaire (IRSN), Pôle Santé-Environnement, Lez-Durance, F-13115, Saint-Paul, France
| | - Sandrine Frelon
- Institut de Radioprotection et de Sûreté Nucléaire (IRSN), Pôle Santé-Environnement, Lez-Durance, F-13115, Saint-Paul, France
| | - Sandrine Charles
- University of Lyon 1 - CNRS, UMR 5558, Laboratory of Biometry and Evolutionary Biology, F-69622, Villeurbanne, France
| | - Remy Beaudouin
- UMR-I 02 SEBIO - INERIS - Parc Technologique ALATA, 60550, Verneuil-en-Halatte, France
| | - Claudia Cosio
- Université de Reims Champagne-Ardenne - UMR-I 02 INERIS-URCA-ULHN SEBIO, Campus Moulin de la Housse, 51687, Reims, France
| | - Laurence Payrastre
- UMR 1331 TOXALIM - INRAE, 180 chemin de Tournefeuille, F-31027, Toulouse, France
| | - David Siaussat
- Institut d'écologie et sciences environnementales de Paris - Sorbonne Université - CNRS - INRAE - IRD - UPEC - Université de Paris Cité, 4 Place Jussieu Sorbonne Université - Campus Pierre et Marie Curie Barre 44-45, 3e étage, bureau 310, 75005, Paris, France
| | - Thierry Burgeot
- IFREMER - Unit of Research CCEM Contamination Chimique des Ecosystèmes marins, F-44000, Nantes, France
| | - Aourell Mauffret
- IFREMER - Unit of Research CCEM Contamination Chimique des Ecosystèmes marins, F-44000, Nantes, France
| | | | - Christian Mougin
- Université Paris-Saclay, INRAE, AgroParisTech, UMR EcoSys, 91120, Palaiseau, France
| | | | - Xavier Coumoul
- Université Paris Cité - INSERM T3S, 45 rue des Saints-Pères, 75006, Paris, France
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Car C, Gilles A, Goujon E, Muller MLD, Camoin L, Frelon S, Burraco P, Granjeaud S, Baudelet E, Audebert S, Orizaola G, Armengaud J, Tenenhaus A, Garali I, Bonzom JM, Armant O. Population transcriptogenomics highlights impaired metabolism and small population sizes in tree frogs living in the Chernobyl Exclusion Zone. BMC Biol 2023; 21:164. [PMID: 37525144 PMCID: PMC10391870 DOI: 10.1186/s12915-023-01659-2] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2023] [Accepted: 07/03/2023] [Indexed: 08/02/2023] Open
Abstract
BACKGROUND Individual functional modifications shape the ability of wildlife populations to cope with anthropogenic environmental changes. But instead of adaptive response, human-altered environments can generate a succession of deleterious functional changes leading to the extinction of the population. To study how persistent anthropogenic changes impacted local species' population status, we characterised population structure, genetic diversity and individual response of gene expression in the tree frog Hyla orientalis along a gradient of radioactive contamination around the Chernobyl nuclear power plant. RESULTS We detected lower effective population size in populations most exposed to ionizing radiation in the Chernobyl Exclusion Zone that is not compensated by migrations from surrounding areas. We also highlighted a decreased body condition of frogs living in the most contaminated area, a distinctive transcriptomics signature and stop-gained mutations in genes involved in energy metabolism. While the association with dose will remain correlational until further experiments, a body of evidence suggests the direct or indirect involvement of radiation exposure in these changes. CONCLUSIONS Despite ongoing migration and lower total dose rates absorbed than at the time of the accident, our results demonstrate that Hyla orientalis specimens living in the Chernobyl Exclusion Zone are still undergoing deleterious changes, emphasizing the long-term impacts of the nuclear disaster.
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Affiliation(s)
- Clément Car
- Institut de Radioprotection Et de Sûreté Nucléaire (IRSN), PSE-ENV/SRTE/LECO, Cadarache, France
- PSE-SANTE/SESANE/LRTox, Fontenay Aux Roses, France
| | - André Gilles
- UMR 1467 RECOVER, Aix-Marseille Université, INRAE, Centre Saint-Charles, Marseille, France.
| | - Elen Goujon
- Institut de Radioprotection Et de Sûreté Nucléaire (IRSN), PSE-ENV/SRTE/LECO, Cadarache, France
- PSE-SANTE/SESANE/LRTox, Fontenay Aux Roses, France
- Laboratoire Des Signaux Et Systèmes, Université Paris-Saclay, CNRS, CentraleSupélec, 91190, Gif-Sur-Yvette, France
| | - Marie-Laure Delignette Muller
- Laboratoire de Biométrie Et Biologie Evolutive, UMR 5558, Université de Lyon, Université Lyon 1, CNRS, VetAgro Sup, Villeurbanne, France
| | - Luc Camoin
- Aix-Marseille University, Inserm, CNRS, Institut Paoli-Calmettes, CRCM, Marseille Proteomics, Marseille, France
| | - Sandrine Frelon
- Institut de Radioprotection Et de Sûreté Nucléaire (IRSN), PSE-ENV/SRTE/LECO, Cadarache, France
- PSE-SANTE/SESANE/LRTox, Fontenay Aux Roses, France
| | - Pablo Burraco
- Animal Ecology, Department of Ecology and Genetics, Evolutionary Centre, Uppsala University, 75236, Uppsala, Sweden
- Doñana Biological Station (CSIC), Seville, Spain
| | - Samuel Granjeaud
- Aix-Marseille University, Inserm, CNRS, Institut Paoli-Calmettes, CRCM, Marseille Proteomics, Marseille, France
| | - Emilie Baudelet
- Aix-Marseille University, Inserm, CNRS, Institut Paoli-Calmettes, CRCM, Marseille Proteomics, Marseille, France
| | - Stéphane Audebert
- Aix-Marseille University, Inserm, CNRS, Institut Paoli-Calmettes, CRCM, Marseille Proteomics, Marseille, France
| | - Germán Orizaola
- Animal Ecology, Department of Ecology and Genetics, Evolutionary Centre, Uppsala University, 75236, Uppsala, Sweden
- IMIB-Biodiversity Research Institute, University of Oviedo, 33600, Mieres-Asturias, Spain
- Zoology Unit, Department of Biology of Organisms and Systems, University of Oviedo, 33071, Oviedo-Asturias, Spain
| | - Jean Armengaud
- Département Médicaments Et Technologies Pour La Santé (DMTS), Université Paris-Saclay, CEA, INRAE, SPI, Bagnols-Sur-Cèze, France
| | - Arthur Tenenhaus
- Laboratoire Des Signaux Et Systèmes, Université Paris-Saclay, CNRS, CentraleSupélec, 91190, Gif-Sur-Yvette, France
| | - Imène Garali
- Institut de Radioprotection Et de Sûreté Nucléaire (IRSN), PSE-ENV/SRTE/LECO, Cadarache, France
- PSE-SANTE/SESANE/LRTox, Fontenay Aux Roses, France
| | - Jean-Marc Bonzom
- Institut de Radioprotection Et de Sûreté Nucléaire (IRSN), PSE-ENV/SRTE/LECO, Cadarache, France
- PSE-SANTE/SESANE/LRTox, Fontenay Aux Roses, France
| | - Olivier Armant
- Institut de Radioprotection Et de Sûreté Nucléaire (IRSN), PSE-ENV/SRTE/LECO, Cadarache, France.
- PSE-SANTE/SESANE/LRTox, Fontenay Aux Roses, France.
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Cantabella E, Camilleri V, Cavalie I, Dubourg N, Gagnaire B, Charlier TD, Adam-Guillermin C, Cousin X, Armant O. Revealing the Increased Stress Response Behavior through Transcriptomic Analysis of Adult Zebrafish Brain after Chronic Low to Moderate Dose Rates of Ionizing Radiation. Cancers (Basel) 2022; 14:cancers14153793. [PMID: 35954455 PMCID: PMC9367516 DOI: 10.3390/cancers14153793] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2022] [Revised: 07/29/2022] [Accepted: 08/01/2022] [Indexed: 12/10/2022] Open
Abstract
Simple Summary The increasing use of radiopharmaceuticals for medical diagnostics and radiotherapy raises concerns regarding health risks for both humans and the environment. Additionally, in the context of major nuclear accidents like in Chernobyl and Fukushima, very little is known about the effects of chronic exposure to low and moderate dose rates of ionizing radiation (IR). Many studies demonstrated the sensibility of the developmental brain, but little data exists for IR at low dose rates and their impact on adults. In this study, we characterized the molecular mechanisms that orchestrate stress behavior caused by chronic exposure to low to moderate dose rates of IR using the adult zebrafish model. We observed the establishment of a congruent stress response at both the molecular and individual levels. Abstract High levels of ionizing radiation (IR) are known to induce neurogenesis defects with harmful consequences on brain morphogenesis and cognitive functions, but the effects of chronic low to moderate dose rates of IR remain largely unknown. In this study, we aim at defining the main molecular pathways impacted by IR and how these effects can translate to higher organizational levels such as behavior. Adult zebrafish were exposed to gamma radiation for 36 days at 0.05 mGy/h, 0.5 mGy/h and 5 mGy/h. RNA sequencing was performed on the telencephalon and completed by RNA in situ hybridization that confirmed the upregulation of oxytocin and cone rod homeobox in the parvocellular preoptic nucleus. A dose rate-dependent increase in differentially expressed genes (DEG) was observed with 27 DEG at 0.05 mGy/h, 200 DEG at 0.5 mGy/h and 530 DEG at 5 mGy/h. Genes involved in neurotransmission, neurohormones and hypothalamic-pituitary-interrenal axis functions were specifically affected, strongly suggesting their involvement in the stress response behavior observed after exposure to dose rates superior or equal to 0.5 mGy/h. At the individual scale, hypolocomotion, increased freezing and social stress were detected. Together, these data highlight the intricate interaction between neurohormones (and particularly oxytocin), neurotransmission and neurogenesis in response to chronic exposure to IR and the establishment of anxiety-like behavior.
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Affiliation(s)
- Elsa Cantabella
- Institut de Radioprotection et de Sûreté Nucléaire (IRSN), Pôle Santé Environnement-Environnement (PSE-ENV)/Service de Recherche sur les Transferts et les Effets des Radionucléides sur les Ecosystèmes (SRTE)/Laboratoire de Recherche sur les Effets des Radionucléides sur les Ecosystèmes (LECO), Cadarache, 13115 Saint-Paul-lez-Durance, France
- Correspondence: (E.C.); (O.A.)
| | - Virginie Camilleri
- Institut de Radioprotection et de Sûreté Nucléaire (IRSN), Pôle Santé Environnement-Environnement (PSE-ENV)/Service de Recherche sur les Transferts et les Effets des Radionucléides sur les Ecosystèmes (SRTE)/Laboratoire de Recherche sur les Effets des Radionucléides sur les Ecosystèmes (LECO), Cadarache, 13115 Saint-Paul-lez-Durance, France
| | - Isabelle Cavalie
- Institut de Radioprotection et de Sûreté Nucléaire (IRSN), Pôle Santé Environnement-Environnement (PSE-ENV)/Service de Recherche sur les Transferts et les Effets des Radionucléides sur les Ecosystèmes (SRTE)/Laboratoire de Recherche sur les Effets des Radionucléides sur les Ecosystèmes (LECO), Cadarache, 13115 Saint-Paul-lez-Durance, France
| | - Nicolas Dubourg
- Institut de Radioprotection et de Sûreté Nucléaire (IRSN), Pôle Santé Environnement-Environnement (PSE-ENV)/Service de Recherche sur les Transferts et les Effets des Radionucléides sur les Ecosystèmes (SRTE)/Laboratoire de Recherche sur les Effets des Radionucléides sur les Ecosystèmes (LECO), Cadarache, 13115 Saint-Paul-lez-Durance, France
| | - Béatrice Gagnaire
- Institut de Radioprotection et de Sûreté Nucléaire (IRSN), Pôle Santé Environnement-Environnement (PSE-ENV)/Service de Recherche sur les Transferts et les Effets des Radionucléides sur les Ecosystèmes (SRTE)/Laboratoire de Recherche sur les Effets des Radionucléides sur les Ecosystèmes (LECO), Cadarache, 13115 Saint-Paul-lez-Durance, France
| | - Thierry D. Charlier
- Univ. Rennes, Inserm, EHESP, Irset (Institut de Recherche en Santé, Environnement et Travail), UMR_S 1085, 35000 Rennes, France
| | - Christelle Adam-Guillermin
- Institut de Radioprotection et de Sûreté Nucléaire (IRSN), Pôle Santé Environnement-Santé (PSE-Santé)/Service de Recherche en Dosimétrie (SDOS)/Laboratoire de Micro-Irradiation, de Métrologie et de Dosimétrie des Neutrons (LMDN), Cadarache, 13115 Saint-Paul-lez-Durance, France
| | - Xavier Cousin
- MARBEC, Univ. Montpellier, CNRS, Ifremer, IRD, INRAE, 34250 Palavas Les Flots, France
| | - Oliver Armant
- Institut de Radioprotection et de Sûreté Nucléaire (IRSN), Pôle Santé Environnement-Environnement (PSE-ENV)/Service de Recherche sur les Transferts et les Effets des Radionucléides sur les Ecosystèmes (SRTE)/Laboratoire de Recherche sur les Effets des Radionucléides sur les Ecosystèmes (LECO), Cadarache, 13115 Saint-Paul-lez-Durance, France
- Correspondence: (E.C.); (O.A.)
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Yushkova E. Radiobiological features in offspring of natural populations of Drosophila melanogaster after Chernobyl accident. ENVIRONMENTAL AND MOLECULAR MUTAGENESIS 2022; 63:84-97. [PMID: 35275441 DOI: 10.1002/em.22476] [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: 01/21/2022] [Revised: 02/24/2022] [Accepted: 03/08/2022] [Indexed: 06/14/2023]
Abstract
In their natural habitats, populations of organisms are faced with different levels of chronic low-intensity radiation, causing a wide range of radiobiological effects (from radiosensitivity to radioadaptive response and hormesis). In this study, specimens of Drosophila melanogaster were selected from territories of the Chernobyl nuclear power plant with different levels of radioactive contamination. The isogenic stocks derived from these specimens represent the genetic systems of current populations and make it possible to study radioresistance and its mechanisms in future generations under controlled laboratory conditions. Previous studies have shown that transgenerational radiation effects at the level of lethal mutations and survival rate are unstable and depend not only on the level of chronic low-intensity irradiation, but also on other factors. A single acute irradiation exposure of offspring whose parents inhabited a site with a higher level of chronic irradiation made it possible to reveal pronounced radioresistant features in the offspring. And the offspring whose parents were exposed to radiation levels close to the natural radiation background, on the contrary, acquired radiosensitive features. Their response to acute exposure includes a high-frequency of lethal mutations and a short lifespan. The differential response to different levels of chronic parental exposure is caused by differences in the activities of certain transposons that destabilize the genome. Our data contribute to the understanding of genetic and epigenetic mechanisms (via transposon activity) of the effect of parental radiation exposure on the health and adaptive potential of populations affected by the technogenically increased radiation background.
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Affiliation(s)
- Elena Yushkova
- Institute of Biology of Komi Scientific Centre of the Ural Branch of the Russian Academy of Science, Syktyvkar, Russia
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Brown AP, Cai L, Laufer BI, Miller LA, LaSalle JM, Ji H. Long-term effects of wildfire smoke exposure during early life on the nasal epigenome in rhesus macaques. ENVIRONMENT INTERNATIONAL 2022; 158:106993. [PMID: 34991254 PMCID: PMC8852822 DOI: 10.1016/j.envint.2021.106993] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/14/2021] [Revised: 11/16/2021] [Accepted: 11/17/2021] [Indexed: 05/17/2023]
Abstract
BACKGROUND Wildfire smoke is responsible for around 20% of all particulate emissions in the U.S. and affects millions of people worldwide. Children are especially vulnerable, as ambient air pollution exposure during early childhood is associated with reduced lung function. Most studies, however, have focused on the short-term impacts of wildfire smoke exposures. We aimed to identify long-term baseline epigenetic changes associated with early-life exposure to wildfire smoke. We collected nasal epithelium samples for whole genome bisulfite sequencing (WGBS) from two groups of adult female rhesus macaques: one group born just before the 2008 California wildfire season and exposed to wildfire smoke during early-life (n = 8), and the other group born in 2009 with no wildfire smoke exposure during early-life (n = 14). RNA-sequencing was also performed on a subset of these samples. RESULTS We identified 3370 differentially methylated regions (DMRs) (difference in methylation ≥ 5%, empirical p < 0.05) and 1 differentially expressed gene (FLOT2) (FDR < 0.05, fold of change ≥ 1.2). The DMRs were annotated to genes significantly enriched for synaptogenesis signaling, protein kinase A signaling, and a variety of immune processes, and some DMRs significantly correlated with gene expression differences. DMRs were also significantly enriched within regions of bivalent chromatin (top odds ratio = 1.46, q-value < 3 × 10-6) that often silence key developmental genes while keeping them poised for activation in pluripotent cells. CONCLUSIONS These data suggest that early-life exposure to wildfire smoke leads to long-term changes in the methylome over genes impacting the nervous and immune systems. Follow-up studies will be required to test whether these changes influence transcription following an immune/respiratory challenge.
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Affiliation(s)
- Anthony P Brown
- California National Primate Research Center, Davis, CA 95616, USA
| | - Lucy Cai
- California National Primate Research Center, Davis, CA 95616, USA
| | - Benjamin I Laufer
- Department of Medical Microbiology and Immunology, MIND Institute, Genome Center, University of California, Davis, CA 95616, USA
| | - Lisa A Miller
- California National Primate Research Center, Davis, CA 95616, USA; Department of Anatomy, Physiology and Cell biology, School of Veterinary Medicine, University of California, Davis, CA 95616, USA
| | - Janine M LaSalle
- Department of Medical Microbiology and Immunology, MIND Institute, Genome Center, University of California, Davis, CA 95616, USA
| | - Hong Ji
- California National Primate Research Center, Davis, CA 95616, USA; Department of Anatomy, Physiology and Cell biology, School of Veterinary Medicine, University of California, Davis, CA 95616, USA.
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