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Zebra_K, a kinematic analysis automated platform for assessing sensitivity, habituation and prepulse inhibition of the acoustic startle response in adult zebrafish
Authors
Stevanović Marija, Tagkalidou Niki, Multisanti Cristiana Roberta, Pujol Sergi, Aljabasini Ouwais, Prats Eva, Faggio Caterina, Porta Josep M, Barata Carlos, Raldua Demetrio
Journal
Science of The Total Environment
Vol. 958
No. January 2025
178028
Keywords
Acoustic startle response, Neuroplasticity, Habituation, Prepulse inhibition, Sensorimotor gating, Adult zebrafish, Kinematic analysis platform
Date of publication
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The acoustic startle response (ASR) is leaded by a sudden and intense acoustic stimulus. ASR has several forms of plasticity, including habituation and sensorimotor gating. Although ASR and its plasticity have been intensively studied in zebrafish (Danio rerio) larvae, information in adult zebrafish is still very scarce. In this manuscript we present Zebra_K, a new automated high-content kinematic analysis platform for assessing ASR, its habituation and prepulse inhibition (PPI), a quantitative measure of sensorimotor gating, in adult zebrafish. The analysis of the kinematic parameters of ASR in adult zebrafish has shown a single response wave consistent with the short-latency C-bend described in zebrafish larvae. Moreover, protocols have been designed and validated in Zebra_K for the analysis of sensitivity, habituation and PPI of this response. Then, the effect of the time of day and the gender on zebrafish ASR plasticity has been analyzed for the first time. Females exhibited higher responsiveness and a lower habituation and PPI than males, a result consistent with the gender effect described in other animal models and in humans. This platform has also been used to determine the effect of a pharmacological modulators of ASR plasticity, the NMDA-receptor antagonist ketamine. As described in other animal models, ketamine increased the responsiveness to the acoustic stimuli, decreasing habituation and leading to complete abolition of PPI. These results enhance the interest of using adult zebrafish to assess the potential effect of environmental pollutants on ASR plasticity.

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A cognitive and sensory approach based on workshops using the zebrafish model promotes the discovery of life sciences in the classroom
Journal
Biology Methods and Protocols
Vol. 9
No. 1
bpae092
Keywords
Cognitive and sensory approach, Biology education, Teacher-researcher partnership, Zebrafish
Date of publication
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The main objective of the ZebraCool programme was to create a positive attitude and curiosity towards science by bringing experimental activities within schools using an introductory cognitive and sensory approach. This innovative programme was offered at all levels of primary and secondary education including vocational high schools. Thematic workshops can be carried out on various themes such as comparative anatomy and embryology, molecular biology and evolution, or toxicology and endocrine disruptors. They were on an ad hoc basis or as part of an annual school project using zebrafish as a model. This animal was a very attractive entry point for the educator to motivate students to appreciate biology, in particular in the field of molecular biology and evolution. For each practical workshop, the student was an actor in his/her learning, which was intended to arouse the curiosity and desire to understand and learn. The programme was based on close collaboration between class teachers and programme educators to adapt workshops’ content to the school curriculum. Students conducted their own experiments, formulated and tested hypotheses, learned laboratory techniques, collected and analysed data. ZebraCool scientific activities fell within a conceptual framework of evolutionary biology through which participants perceived their own inner fish through the comparison of biological processes between humans and zebrafish.

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Association of environmental pollutants with asthma and allergy, and the mediating role of oxidative stress and immune markers in adolescents
Authors
Hassen Y. Hamid, Govarts Eva, Remy Sylvie, Cox Bianca, Iszatt Nina, Portengen Lützen, Covaci Adrian, Schoeters Greet, Den Hond Elly, De Henauw Stefaan, Bruckers Liesbeth, Koppen Gudrun, Verheyen Veerle J.
Journal
Environmental Research
Vol. 265
120445
Keywords
Asthma, Allergy, Airway inflammation, Oxidative stress, Immune biomarkers, Human biomonitoring, Mixture, Adolescents
Date of publication
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Background
Asthma and allergic diseases are among the common causes of morbidity and mortality globally. Various environmental pollutants are linked to the development of asthma and allergic diseases. Evidence on the role of oxidative stress and immune markers in the association of environmental pollutants with asthma and allergy is scant. We examined cross-sectional associations between environmental pollutants and asthma and allergy, investigated mixture effects and possible mediation by oxidative stress or immune markers.

Methods
We used data from the Flemish Environment and Health Study 2016–2020 (FLEHS IV), including 409 adolescents aged 13–16 years. Fifty-four pollutants, including metals, phthalates, Di(isononyl) cyclohexane-1,2-dicarboxylate (DINCH), bisphenols, currently used and legacy pesticides, flame retardants, per- and polyfluoroalkyl substances (PFAS), polyaromatic hydrocarbons (PAHs), and polychlorinated biphenyls (PCBs) were analyzed. Outcomes were self-reported asthma, rhinitis, eczema, allergies, respiratory infection, and airway inflammation, measured through fractional exhaled nitric oxide (FeNO). Single pollutant models using multiple regression analysis and multipollutant models using Bayesian Kernel Machine Regression (BKMR) were fitted. As sensitivity analysis, Bayesian model averaging (BMA) and elastic net (ENET) models were also performed. For Bayesian models, posterior inclusion probabilities (PIP) were used to identify the most important chemicals. Mediation analysis was performed to investigate the role of oxidative stress, measured by urinary 8-hydroxy-2' -deoxyguanosine (8-OHdG), and immune markers (eosinophils, basophils, InterLeukin 8, InterLeukin 6, and Interferon-ᵧ in blood).

Results
In single pollutant models, FeNO was significantly higher by 20% (95% CI: 6, 36%) and 13% (95% CI: 2, 25%) per interquartile range (IQR) fold in mono-n-butyl phthalate (MnBP) and mono-benzyl phthalate (MBzP), respectively. In BKMR analysis, the group PIPs indicated phthalates and DINCH as the most important group (group PIP = 0.509), with MnBP being the most important pollutant within that group (conditional PIP = 0.564; %change = 28%; 95%CI: 6, 54%). Similar patterns were observed in all multipollutant models. Eosinophil count mediated 37.8% (p = 0.018) and 27.9% (p = 0.045) of the association between MBzP and FeNO, and the association between MnBP and FeNO, respectively. 8-OHdG plays a significant mediating role in the association of 2,4-Dichlorophenoxyacetic acid (2,4-D) (55.4%), 3,5,6-Trichloro-2-pyridinol (TCPY) (48.1%), and 1-Naphthylamine (1-NAP) (32.7%) with rhinitis, while the total effects of these chemicals on rhinitis were not statistically significant.

Conclusions
This study found associations between phthalates, MnBP and MBzP, and elevated FeNO, which appeared to be mediated by eosinophil count. 8-OHdG plays a significant mediating role in the association between 2,4-D, TCPY, and 1-NAP with rhinitis, while their direct effects remain non-significant. Use of inflammatory and oxidative stress markers can enhance the understanding of inflammatory processes in asthma and allergic diseases due to environmental pollutants.

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A comprehensive library of lifetime physiological equations for PBK models
Authors
Gastellu Thomas, Karakoltzidis Achilleas, Ratier Aude, Bellouard Marie, Alavarez jean claude, Rivière Gilles, Le Bizec Bruno, Karakitsios Spyros, Sarigiannis Dimosthenis, Vogs Carolina
Journal
Environmental Research
Vol. 265
120393
Keywords
ADME toxicokinetics, Lifetime dietary exposure, Total mercury, Toxicological reference values
Date of publication
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Dietary risk assessment of food contaminants requires a well-established understanding of the exposure in a heterogeneous population. There are many methods for estimating human exposure to food contaminants, such as intake calculations and internal biomarkers of exposure measured in individuals. However, those methods are expensive, partly invasive, and often provide a momentary exposure snapshot. Physiologically Based Kinetic (PBK) modelling is increasingly used to overcome those challenges that traditional human exposure methods encounter. Still, PBK models are often restricted to certain life stages (e.g., children, adolescents, adults). This study outlines a strategy for implementing nonlinear organ growths in age-specific PBK models to enhance dietary risk assessment from lifetime exposure. To this end, lifetime physiological equations calculating organ growth for both sexes were inventoried from literature and a library was established for 24 organs. We then assessed total lifelong mercury exposure via foodstuff by combining two existing age-specific PBK models for methylmercury (MeHg) and inorganic mercury (iHg) that simulated internal exposure to total mercury, the speciation typically measured in hair and urine. We implemented a set of physiological equations in the PBK model that fitted best the total mercury measured in individuals' organs, hair, and urine from heterogeneous populations. For refined dietary risk assessment, we ultimately estimated total mercury concentration in hair and urine based on i) maximum limits defined by the regulation for MeHg in seafood, ii) the health-based guidance values for MeHg and iHg, and iii) realistic intakes considering French demographic parameters and food consumption data. These exposure scenarios demonstrated that total mercury concentrations in hair and urine estimated from realistic intakes are below critical effect level measures at all ages. The result of this study is the creation of easily accessible tools in Excel and R that facilitate the implementation of physiological equations in Next Generation PBK models.

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A 2024 inventory of test methods relevant to thyroid hormone system disruption for human health and environmental regulatory hazard assessment
Authors
Vergauwen Lucia, Bajard Lola, Tait Sabrina, Langezaal Ingrid, Sosnowska Anita, Roncaglioni Alessandra, Hessel Ellen, van den Brand Annick D, Haigis Ann-Cathrin, Novák Jiří, Hilscherova Klara, Buławska Natalia, Papaioannou Nafsika, Renieri Elisavet, Spilioti Eliana, Spyropoulou Anastasia, Gutleb Arno C, Holbech Henrik, Nikolopoulou Dimitra, Jacobs Miriam, Knapen Dries
Journal
Open Research Europe
Vol. 4
242
Keywords
Thyroid hormone system disruption, Endocrine disruption, New approach methods, One Health
Date of publication
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Thyroid hormone system disruption (THSD) is a growing concern in chemical hazard assessment due to its impact on human and environmental health and the scarce methods available for assessing the THSD potential of chemicals. In particular, the general lack of validated in silico and in vitro methods for assessing THS activity is of high concern. This manuscript provides an inventory of test methods relevant to THSD. Building on the Organisation for Economic Co-operation and Development (OECD) Guidance Document 150 and recent international developments, we highlight progress in in silico and in vitro methods, as well as in vivo assays. The provided inventory categorizes available methods according to the levels of the OECD Conceptual Framework, with an assessment of the validation status of each method. At Level 1, 12 in silico models that have been statistically validated and are directly related to THSD have been identified. At Level 2, 67 in vitro methods have been listed including those assessed in key initiatives such as the European Union Network of Laboratories for the Validation of Alternative Methods (EU-NETVAL) validation study to identify potential thyroid disruptors. At Levels 3-5, THSD-sensitive endpoints are being included in existing fish-based OECD Test Guidelines to complement amphibian assays. In total, the inventory counts 108 entries comprising established methods (e.g., OECD Test Guidelines) as well as citable methods that are under further development and in some cases are ready for validation or in the initial stages of validation. This work aims to support the ongoing development of strategies for regulatory hazard assessment, such as integrated approaches to testing and assessment (IATAs), for endocrine disruptors, addressing critical gaps in the current testing landscape for THSD in both human and environmental health contexts.

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Developing quantitative Adverse Outcome Pathways: An ordinary differential equation-based computational framework
Journal
Computational Toxicology
Vol. 32
100330
Keywords
Ordinary differential equations (ODEs), Quantitative Adverse Outcome Pathway (qAOP), Key event relationships (KERs), Adverse outcome (AO), Response–response modeling, Predictive toxicology, Markov chain Monte Carlo (MCMC), Population variability
Date of publication
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The Adverse Outcome Pathway (AOP) biological framework was introduced in 2012, yet defining a mathematical/computational framework for quantitative AOP (qAOP) development remains an open problem. In order to properly unravel the intricate biological mechanisms described by AOPs and provide quantitative predictions to support risk assessment, a computational model should provide a clear time-course prediction of key events (KEs), as well as describe the key event relationships (KERs) linking a molecular initiating event (MIE) to an adverse outcome (AO). Ultimately, the mathematical description of those links entails the possibility of quantitatively predicting adverse effects based on early events.
 
Here, we propose an ordinary differential equation (ODE) - based qAOP framework, as ODEs provide a time-course description of KEs and KERs. We illustrate how the application of computational techniques, such as Bayesian inference and Leave-one-out cross-validation (LOO-CV), can assist AOP development, introducing concepts of qAOP model selection and qAOP updating. Furthermore, we compare ODE and response–response based qAOP models, showing that ODE-based qAOPs can avoid erroneous predictions potentially resulting from response–response qAOPs. Finally, we show how ODE parameter variability can be linked to AO variability across a population. Overall, this framework serves as a valuable mathematical and computational tool for the development of qAOP models, enhancing our comprehension of intricate biological pathways associated with adverse outcomes.
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A comprehensive item bank of internal validity issues of relevance to in vitro toxicology studies
Authors
Vist Gunn E., Ames Heather M., Mathisen Gro H., Husøy Trine, Svendsen Camilla, Beronius Anna, Di Consiglio Emma, Druwe Ingrid, Hartung Thomas, Hoffmann Sebastian, Hooijmans Carlijn R., Machera Kyriaki, Prieto Pilar, Robinson Joshua F., Roggen Erwin, Rooney Andrew A., Roth Nicolas, Spilioti Eliana, Spyropoulou Anastasia, Tcheremenskaia Olga, Testai Emanuela, Vinken Mathieu, Whaley Paul
Journal
Evidence-Based Toxicology
Vol. 2
No. 1
2418045
Keywords
In vitro methods, Toxicology, NAMs, Risk of bias, Internal validity
Date of publication
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Context: In vitro toxicology studies are increasingly being included as evidence in systematic reviews and chemical risk assessments. INVITES-IN, a tool for assessing the internal validity of in vitro studies, is currently under development. The first step in developing INVITES-IN involves the creation of an “item bank”, an overview of study assessment concepts that may be relevant to evaluating the internal validity of in vitro toxicology studies. The item bank and methodology for its creation presented in this manuscript are intended to be a general resource for supporting the development of appraisal tools for in vitro toxicology studies and potentially other study designs.

Methods: We derived the item bank from seven literature sources (one existing item bank created from a systematic review of assessment criteria for in vitro studies, and six purposively sampled study appraisal tools) and the transcripts of three focus groups. Assessment criteria plausibly relating to internal validity were abstracted from the literature sources and focus group transcripts, disaggregated into individual criteria, then normalised to express in the simplest achievable language the core issue in each criterion – an “item bank” of assessment concepts. The items were then mapped onto a set of bias domains. We conducted simple descriptive statistical analyses and visualisations to describe patterns in the dataset and developed recommendations for the use and development of the item bank.

Results: The item bank contains 405 items of potential relevance to evaluating the internal validity of in vitro toxicology studies.

Discussion: To our knowledge, this is the second item bank of any kind to have been created for toxicology studies, and the first to use focus groups as a data source alongside literature analysis. The large number of items contributed by focus group discussions suggests this is an efficient method for capturing internal validity issues that are not easily identifiable in the literature. We believe our item bank and methodology for its creation will be a useful resource for supporting the development of appraisal tools. Due to the broad applicability of many items in the item bank, it may be informative for study designs beyond the in vitro domain.

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Evaluating the performance of multi-omics integration - a thyroid toxicity case study
Authors
Canzler Sebastian, Schubert Kristin, Rolle-Kampczyk Ulrike E., Wang Zhipeng, Schreiber Stephan, Seitz Hervé, Mockly Sophie, Kamp Hennicke, Haake Volker, Huisinga Maike, von Bergen Martin, Buesen Roland, Hackermüller Jörg
Journal
Archives of Toxicology
Vol. 99
309–332
Keywords
Multi-omics, Toxicology, Chemical exposure, Risk assessment, Data integration
Date of publication
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Multi-omics data integration has been repeatedly discussed as the way forward to more comprehensively cover the molecular responses of cells or organisms to chemical exposure in systems toxicology and regulatory risk assessment. In Canzler et al. (Arch Toxicol 94(2):371–388. https://doi.org/10.1007/s00204-020-02656-y), we reviewed the state of the art in applying multi-omics approaches in toxicological research and chemical risk assessment. We developed best practices for the experimental design of multi-omics studies, omics data acquisition, and subsequent omics data integration. We found that multi-omics data sets for toxicological research questions were generally rare, with no data sets comprising more than two omics layers adhering to these best practices. Due to these limitations, we could not fully assess the benefits of different data integration approaches or quantitatively evaluate the contribution of various omics layers for toxicological research questions. Here, we report on a multi-omics study on thyroid toxicity that we conducted in compliance with these best practices. We induced direct and indirect thyroid toxicity through Propylthiouracil (PTU) and Phenytoin, respectively, in a 28-day plus 14-day recovery oral rat toxicity study. We collected clinical and histopathological data and six omics layers, including the long and short transcriptome, proteome, phosphoproteome, and metabolome from plasma, thyroid, and liver. We demonstrate that the multi-omics approach is superior to single-omics in detecting responses at the regulatory pathway level. We also show how combining omics data with clinical and histopathological parameters facilitates the interpretation of the data. Furthermore, we illustrate how multi-omics integration can hint at the involvement of non-coding RNAs in post-transcriptional regulation. Also, we show that multi-omics facilitates grouping, and we assess how much information individual and combinations of omics layers contribute to this approach.

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A preliminary estimate of the environmental burden of disease associated with exposure to pyrethroid insecticides and ADHD in Europe based on human biomonitoring
Authors
Purece Anthony, Thomsen Sofie Theresa, Plass Dietrich, Spyropoulou Anastasia, Machera Kyriaki, Palmont Philippe, Crépet Amélie, Benchrih Rafiqa, Devleesschauwer Brecht, Wieland Nina, Scheepers Paul, Deepika Deepika, Kumar Vikas, Sanchez Gerardo, Bessems Jos, Piselli Dario, Buekers Jurgen
Journal
Environmental Health
Vol. 23
91
Date of publication
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Human biomonitoring (HBM) data indicate that exposure to pyrethroids is widespread in Europe, with significantly higher exposure observed in children compared to adults. Epidemiological, toxicological, and mechanistic studies raise concerns for potential human health effects, particularly, behavioral effects such as attention deficit
hyperactivity disorder (ADHD) in children at low levels of exposure. Based on an exposure-response function from a single European study and on available quality-assured and harmonized HBM data collected in France, Germany, Iceland, Switzerland, and Israel, a preliminary estimate of the environmental burden of disease for ADHD associated with pyrethroid exposure was made for individuals aged 0–19 years. The estimated annual number of prevalencebased disability-adjusted life years (DALYs) per million inhabitants were 27 DALYs for Israel, 21 DALYs for France, 12 DALYs for both Switzerland and Iceland, and 3 DALYs for Germany; while the annual ADHD cases per million inhabitants attributable to pyrethroids were 2189 for Israel, 1710 for France, 969 for Iceland, 944 for Switzerland, and 209 for Germany. Direct health costs related to ADHD ranged between 0.3 and 2.5 million EUR yearly per million inhabitants for the five countries. Additionally, a substantial number of ADHD cases, on average 18%, were
associated with pyrethroid exposure. Yet, these figures should be interpreted with caution given the uncertainty of the estimation. A sensitivity analysis showed that by applying a different exposure-response function from outside the EU, the population attributable fraction decreased from an average of 18 to 7%. To ensure more robust disease burden estimates and adequate follow-up of policy measures, more HBM studies are needed, along with increased efforts to harmonize the design of epidemiological studies upfront to guarantee meta-analysis of exposureresponse functions. This is particularly important for pyrethroids as evidence of potential adverse health effects is continuously emerging.

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A critical review to identify data gaps and improve risk assessment of bisphenol A alternatives for human health
Authors
Mhaouty-Kodja Sakina, Zalko Daniel, Tait Sabrina, Testai Emanuela, Viguié Catherine, Corsini Emanuela, Grova Nathalie, Buratti Franca Maria, Cabaton Nicolas J., Coppola Lucia, De la Vieja Antonio, Dusinska Maria, El Yamani Naouale, Galbiati Valentina, Iglesias-Hernández Patricia, Kohl Yvonne, Maddalon Ambra, Marcon Francesca, Naulé Lydie, Rundén-Pran Elise, Salani Francesca, Santori Nicoletta, Torres-Ruiz Mónica, Turner Jonathan D., Adamovsky Ondrej, Aiello-Holden Kiara, Dirven Hubert, Louro Henriqueta, Silva Maria Joao
Journal
Critical Reviews in Toxicology
1-58
Keywords
Bisphenol A alternatives, Endocrine disruption, Metabolism, Toxicokinetic, Immunotoxicity, Developmental neurotoxicity, Genotoxicity, Carcinogenesis, Human health
Date of publication
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Bisphenol A (BPA), a synthetic chemical widely used in the production of polycarbonate plastic and epoxy resins, has been associated with a variety of adverse effects in humans including metabolic, immunological, reproductive, and neurodevelopmental effects, raising concern about its health impact. In the EU, it has been classified as toxic to reproduction and as an endocrine disruptor and was thus included in the candidate list of substances of very high concern (SVHC). On this basis, its use has 
been banned or restricted in some products. As a consequence, industries turned to bisphenol alternatives, such as bisphenol S (BPS) and bisphenol F (BPF), which are now found in various consumer products, as well as in human matrices at a global scale. However, due to their toxicity, these two bisphenols are in the process of being regulated. Other BPA alternatives, whose potential toxicity remains largely unknown due to a knowledge gap, have also started to be used in manufacturing processes. The gradual restriction of the use of BPA underscores the importance of understanding the potential risks associated with its alternatives to avoid regrettable substitutions. This review aims to summarize the current knowledge on the potential hazards related to BPA alternatives prioritized by European Regulatory Agencies based on their regulatory relevance and selected to be studied under the European Partnership for the Assessment of Risks from Chemicals (PARC): BPE, BPAP, BPP, BPZ, BPS-MAE, and TCBPA. The focus is on data related to toxicokinetic, endocrine disruption, immunotoxicity, developmental neurotoxicity, and genotoxicity/carcinogenicity, which were considered the most relevant endpoints to assess the hazard related to those substances. The goal here is to identify the data gaps in BPA alternatives toxicology and hence formulate the future directions that will be taken in the frame of the PARC project, which seeks also to enhance chemical risk assessment methodologies using new approach methodologies (NAMs).

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Extremely high levels of PBDEs in children’s toys from European markets: causes and implications for the circular economy
Authors
Olisah Chijioke , Melymuk Lisa, Audy Ondrej , Kukucka Petr , Pribylova Petra, Boudot Martin
Journal
Environmental Sciences Europe
Vol. 36
183
Keywords
Flame retardants, Consumer products, Plastic recycling, E-waste, Enforcement, Compliance
Date of publication
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Background

With the high influx of low-cost plastic toys on the market, there is growing concern about the safety of such toys. Some of these plastic toys contains hazardous chemicals like polybrominated diphenyl ethers (PBDEs) due to the use of recycled plastics in new toy manufacturing. Here, we investigated if toys marketed in Europe are compliant with EU directives to assess the safety of currently used children's toys and identify implications of PBDE content in toys.

Results

Eighty-four toys purchased from international toy retailers were screened for bromine using X-ray fluorescence (XRF), and 11 of those with bromine content higher than 500 µg/g were analyzed for ten PBDEs using GC–HRMS. PBDEs were detected in all 11 toys. Ʃ10PBDE concentrations ranged up to 23.5 mg/g (with a median concentration of 8.61 mg/g), with BDE-209 being the most abundant compound (4.40 mg/g). Eight samples exceeded the EU’s Low POP Content Limit (LPCL) of 500 µg/g for the Ʃ10PBDEs by 6–47 times and the Unintentional Trace Contaminant (UTC) limits of 10 µg/g for Deca-BDE by 12–800 times.

Conclusions

PBDEs were up to percent levels, suggesting direct recycling of flame retarded plastic, e.g., e-waste plastics, into toy components. This is a call for concern and requires intervention from all stakeholders involved in the toy market. Overall, the occurrence of non-compliant toys in the EU market, as indicated in this study is primarily attributed to gaps in regulations, inadequate legislation for recycled plastics, the rise of online sales, complexities in global and national supply chains, and economic challenges. Failure to address these issues will hinder the efforts of the plastics industry to transition into a circular economy. This suggests that more actions are needed to address gaps in cross-border enforcement, and stricter sanctions are required for toy manufacturers who fail to adhere to regulations and safety standards.

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Computational tools to facilitate early warning of new emerging risk chemicals
Authors
Farina Tariq, Lutz Ahrens, Nikiforos A. Alygizakis, Karine Audouze, Emilio Benfenati, Pedro N. Carvalho, Ioana Chelcea, Spyros Karakitsios, Achilleas Karakoltzidis, Vikas Kumar, Liadys Mora Lagares, Dimosthenis Sarigiannis, Gianluca Selvestrel, Olivier Taboureau, Katrin Vorkamp, Patrik L. Andersson
Journal
Toxics
Vol. 12
No. 10
736
Keywords
Early warning system (EWS), New and emerging risk chemicals (NERCs), Computational toxicology, Risk assessment, Artificial intelligence (AI), QSAR, Exposure assessment, Effect assessment
Date of publication
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Innovative tools suitable for chemical risk assessment are being developed in numerous domains, such as non-target chemical analysis, omics, and computational approaches. These methods will also be critical components in an efficient early warning system (EWS) for the identification of potentially hazardous chemicals. Much knowledge is missing for current use chemicals and thus computational methodologies complemented with fast screening techniques will be critical. This paper reviews current computational tools, emphasizing those that are accessible and suitable for the screening of new and emerging risk chemicals (NERCs). The initial step in a computational EWS is an automatic and systematic search for NERCs in literature and database sources including grey literature, patents, experimental data, and various inventories. This step aims at reaching curated molecular structure data along with existing exposure and hazard data. Next, a parallel assessment of exposure and effects will be performed, which will input information into the weighting of an overall hazard score and, finally, the identification of a potential NERC. Several challenges are identified and discussed, such as the integration and scoring of several types of hazard data, ranging from chemical fate and distribution to subtle impacts in specific species and tissues. To conclude, there are many computational systems, and these can be used as a basis for an integrated computational EWS workflow that identifies NERCs automatically.

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New approach methodologies to enhance human health risk assessment of immunotoxic properties of chemicals — a PARC (Partnership for the Assessment of Risk from Chemicals) project
Authors
Snapkow Igor, Smith Nicola M., Arnesdotter Emma, Beekmann Karsten, Blanc Etienne B., Braeuning Albert, Corsini Emanuela, Dolenc Marija Sollner, Duivenvoorde Loes P. M., Eriksen Gunnar Sundstøl, Franko Nina, Galbiati Valentina, Gostner Johanna M., Grova Nathalie, Gutleb Arno C., Hargitai Rita, Janssen Aafke W. F., Krapf Solveig A., Lindeman Birgitte, Lumniczky Katalin, Maddalon Ambra, Mollerup Steen, Parráková Lucia, Pierzchalski Arkadiusz, Pieters Raymond H. H., Silva Maria J., Solhaug Anita, Staal Yvonne C. M., Straumfors Anne, Szatmári Tünde, Turner Jonathan D., Vandebriel Rob J., Zenclussen Ana Claudia, Barouki Robert
Journal
Frontiers in Toxicology
Vol. 6
1339104
Keywords
PARC, New approach methodologies, NAMs, Immunotoxicology, Immunosuppression, Regulatory toxicology, Chemical toxicology
Date of publication
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As a complex system governing and interconnecting numerous functions within the human body, the immune system is unsurprisingly susceptible to the impact of toxic chemicals. Toxicants can influence the immune system through a multitude of mechanisms, resulting in immunosuppression, hypersensitivity, increased risk of autoimmune diseases and cancer development. At present, the regulatory assessment of the immunotoxicity of chemicals relies heavily on rodent models and a limited number of Organisation for Economic Co-operation and Development (OECD) test guidelines, which only capture a fraction of potential toxic properties. Due to this limitation, various authorities, including the World Health Organization and the European Food Safety Authority have highlighted the need for the development of novel approaches without the use of animals for immunotoxicity testing of chemicals. In this paper, we present a concise overview of ongoing efforts dedicated to developing and standardizing methodologies for a comprehensive characterization of the immunotoxic effects of chemicals, which are performed under the EU-funded Partnership for the Assessment of Risk from Chemicals (PARC).

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A conceptual framework for landscape-based environmental risk assessment (ERA) of pesticides
Authors
Tarazona Jose V., de Alba-Gonzalez Mercedes, Bedos Carole, Benoit Pierre, Bertrand Colette, Crouzet Olivier, Dagès Cécile, CM Dorne Jean-Lou, Fernandez-Agudo Ana, Focks Andreas, Gonzalez-Caballero Maria del Carmen, Kroll Alexandra, Liess Matthias, Loureiro Susana, Ortiz-Santaliestra Manuel E., Rasmussen Jes J., Royauté Raphaël, Rundlöf Maj, Schäfer Ralf B., Short Stephen, Siddique Ayesha, Sousa José Paulo, Spurgeon Dave, Staub Pierre-François, Topping Chris J., Voltz Marc, Axelman Johan, Aldrich Annette, Duquesne Sabine, Mazerolles Vanessa, Devos Yann
Journal
Environment International
Vol. 191
108999
Keywords
Functional ecotoxicology, Landscape, Modelling, Pesticide exposure and effects, Biodiversity, Ecological framework
Date of publication
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While pesticide use is subject to strict regulatory oversight worldwide, it remains a main concern for environmental protection, including biodiversity conservation. This is partly due to the current regulatory approach that relies on separate assessments for each single pesticide, crop use, and non-target organism group at local scales. Such assessments tend to overlook the combined effects of overall pesticide usage at larger spatial scales. Integrative landscape-based approaches are emerging, enabling the consideration of agricultural management, the environmental characteristics, and the combined effects of pesticides applied in a same or in different crops within an area. These developments offer the opportunity to deliver informative risk predictions relevant for different decision contexts including their connection to larger spatial scales and to combine environmental risks of pesticides, with those from other environmental stressors. We discuss the needs, challenges, opportunities and available tools for implementing landscape-based approaches for prospective and retrospective pesticide Environmental Risk Assessments (ERA). A set of “building blocks” that emerged from the discussions have been integrated into a conceptual framework. The framework includes elements to facilitate its implementation, in particular: flexibility to address the needs of relevant users and stakeholders; means to address the inherent complexity of environmental systems; connections to make use of and integrate data derived from monitoring programs; and options for validation and approaches to facilitate future use in a regulatory context. The conceptual model can be applied to existing ERA methodologies, facilitating its comparability, and highlighting interoperability drivers at landscape level. The benefits of landscape-based pesticide ERA extend beyond regulation. Linking and validating risk predictions with relevant environmental impacts under a solid science-based approach will support the setting of protection goals and the formulation of sustainable agricultural strategies. Moreover, landscape ERA offers a communication tool on realistic pesticide impacts in a multistressors environment for stakeholders and citizens.

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Associations between urinary phthalate metabolites with BDNF and behavioral function among european children from five HBM4EU aligned studies
Authors
Salamanca-Fernandez Elena, Espín-Moreno Lydia, Olivas-Martínez Alicia, Pérez-Cantero Ainhoa, Martín-Rodríguez José L., Poyatos Rafael M., Barbone Fabio, Rosolen Valentina, Mariuz Marika, Ronfani Luca, Palkovičová Murínová Ľubica, Fábelová Lucia, Szigeti Tamás, Kakucs Réka, Sakhi Amrit K., Haug Line S., Lindeman Birgitte, Snoj Tratnik Janja, Kosjek Tina, Jacobs Griet, Voorspoels Stefan, Jurdáková Helena, Górová Renáta, Petrovičová Ida, Kolena Branislav, Esteban Marta, Pedraza-Díaz Susana, Kolossa-Gehring Marike, Remy Sylvie, Govarts Eva, Schoeters Greet, Fernández Mariana F., Mustieles Vicente
Journal
Toxics
Vol. 12
No. 9
642
Keywords
Phthalate, Behavior, BDNF, Effect biomarker, Exposure biomarker, HBM4EU, PARC
Date of publication
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Based on toxicological evidence, children’s exposure to phthalates may contribute to altered neurodevelopment and abnormal regulation of brain-derived neurotrophic factor (BDNF). We analyzed data from five aligned studies of the Human Biomonitoring for Europe (HBM4EU) project. Ten phthalate metabolites and protein BDNF levels were measured in the urine samples of 1148 children aged 6–12 years from Italy (NACII-IT cohort), Slovakia (PCB-SK cohort), Hungary (InAirQ-HU cohort) and Norway (NEBII-NO). Serum BDNF was also available in 124 Slovenian children (CRP-SLO cohort). Children’s total, externalizing and internalizing behavioral problems were assessed using the Child Behavior Checklist at 7 years of age (only available in the NACII-IT cohort). Adjusted linear and negative binomial regression models were fitted, together with weighted quantile sum (WQS) regression models to assess phthalate mixture associations. Results showed that, in boys but not girls of the NACII-IT cohort, each natural-log-unit increase in mono-n-butyl phthalate (MnBP) and Mono(2-ethyl-5-oxohexyl) phthalate (MEOHP) was cross-sectionally associated with higher externalizing problems [incidence rate ratio (IRR): 1.20; 95% CI: 1.02, 1.42 and 1.26; 95% CI: 1.03, 1.55, respectively]. A suggestive mixture association with externalizing problems was also observed per each tertile mixture increase in the whole population (WQS—IRR = 1.15; 95% CI: 0.97, 1.36) and boys (IRR = 1.20; 95% CI: 0.96, 1.49). In NACII-IT, PCB-SK, InAirQ-HU and NEBII-NO cohorts together, urinary phthalate metabolites were strongly associated with higher urinary BDNF levels, with WQS regression confirming a mixture association in the whole population (percent change (PC) = 25.9%; 95% CI: 17.6, 34.7), in girls (PC = 18.6%; 95% CI: 7.92, 30.5) and mainly among boys (PC = 36.0%; 95% CI: 24.3, 48.9). Among CRP-SLO boys, each natural-log-unit increase in ∑DINCH concentration was associated with lower serum BDNF levels (PC: −8.8%; 95% CI: −16.7, −0.3). In the NACII-IT cohort, each natural-log-unit increase in urinary BDNF levels predicted worse internalizing scores among all children (IRR: 1.15; 95% CI: 1.00, 1.32). Results suggest that (1) children’s exposure to di-n-butyl phthalate (DnBP) and di(2-ethylhexyl) phthalate (DEHP) metabolites is associated with more externalizing problems in boys, (2) higher exposure to DINCH may associate with lower systemic BDNF levels in boys, (3) higher phthalate exposure is associated with higher urinary BDNF concentrations (although caution is needed since the possibility of a “urine concentration bias” that could also explain these associations in noncausal terms was identified) and (4) higher urinary BDNF concentrations may predict internalizing problems. Given this is the first study to examine the relationship between phthalate metabolite exposure and BDNF biomarkers, future studies are needed to validate the observed associations.

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Adverse outcomes of the newly emerging bisphenol A substitutes
Authors
Franko Nina, Kodila Anja, Dolenc Marija Sollner
Journal
Chemosphere
Vol. 364
143147
Keywords
BPA substitutes, Thermal paper, Endocrine disruption, Adverse outcomes, Bisphenol occurrence, Pergafast 201
Date of publication
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BPA and its analogues are facing increasingly stringent regulations restricting their use due to the increasing knowledge of their harmful effects. It is therefore expected that novel BPA analogues and alternatives will replace them in plastic products, cans and thermal paper to circumvent restrictions imposed by legislation. This raises concerns about the safety of "BPA-free" products, as they contain BPA substitutes whose safety has not been sufficiently assessed prior to their market introduction. The regulatory agencies have recognised BPAP, BPBP, BPC2, BPE, BPFL, BPG, BPP, BPPH, BPS-MAE, BPS-MPE, BP-TMC, BPZ and the alternatives BTUM, D-90, UU and PF201 as compound with insufficient data regarding their safety. We demonstrate that the mentioned compounds are present in consumer products, food and the environment, thus exhibiting toxicological risk not only to humans, but also to other species where their toxic effects have already been described. Results of in silicoin vitro and in vivo studies examining the endocrine disruption and other effects of BPA analogues show that they disrupt the endocrine system by targeting various nuclear receptors, impairing reproductive function and causing toxic effects such as hepatotoxicity, altered behaviour and impaired reproductive function. In vitro and in vivo data on BPA alternatives are literally non-existent, although these compounds are already present in commonly used thermal papers. However, in silico studies predicted that they might cause adverse effects as well. The aim of this article is to comprehensively collate the information on selected BPA substitutes to illustrate their potential toxicity and identify safety gaps.

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Evaluation of THP-1 and jurkat cell lines coculture for the in vitro assessment of the effects of immunosuppressive substances
Journal
Toxics
Vol. 12
No. 8
607
Keywords
Immunosuppression, Coculture, In vitro, New approach method, Cell lines, Bisphenols
Date of publication
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The strong appeal to reduce animal testing calls for the development and validation of in vitro, in chemico and in silico models that would replace the need for in vivo testing and ex vivo materials. A category that requires such new approach methods is the assessment of immunosuppression that can be induced by chemicals including environmental pollutants. To assess the immunosuppressive action on monocytes and lymphocytes, we mimicked the whole-blood cytokine-release assay by preparing an in vitro coculture of THP-1 and Jurkat cell lines. We optimised its activation and investigated the effects of known immunosuppressive drugs with different mechanisms of action on the release of proinflammatory cytokines. Decreased secretion of IL-8 was achieved by several immunosuppressive mechanisms and was therefore selected as an appropriate marker of immunosuppression. A set of environmentally occurring bisphenols, BPA, BPAP, BPP, BPZ, BPE, TCBPA and BPS-MAE, were then applied to the model and BPP and BPZ were found to act as potent immunosuppressants at micromolar concentrations.

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A short-term exposure to saxitoxin triggers a multitude of deleterious effects in Daphnia magna at levels deemed safe for human health
Authors
Ribeiro Pinto Albano, Asselman Jana, Pereira Patricia, Pereira Joana Luisa, Macário Inês P.E., Marques Sérgio M, Lourenço Joana, Domingues Inês, Botelho Maria João
Journal
Science of The Total Environment
Vol. 951
175431
Keywords
Neurotoxins, Harmful algal blooms, Cyanotoxins, Saxitoxins, Oxidative stress biomarkers, Epigenetic biomarkers
Date of publication
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Harmful algal blooms and the toxins produced during these events are a human and environmental health concern worldwide. Saxitoxin and its derivatives are potent natural aquatic neurotoxins produced by certain freshwater cyanobacteria and marine algae species during these bloom events. Saxitoxins effects on human health are well studied, however its effects on aquatic biota are still largely unexplored. This work aims at evaluating the effects of a pulse acute exposure (24 h) of the model cladoceran Daphnia magna to 30 μg saxitoxin L−1, which corresponds to the safety guideline established by the World Health Organization (WHO) for these toxins in recreational freshwaters. Saxitoxin effects were assessed through a comprehensive array of biochemical (antioxidant enzymes activity and lipid peroxidation), genotoxicity (alkaline comet assay), neurotoxicity (total cholinesterases activity), behavioral (swimming patterns), physiological (feeding rate and heart rate), and epigenetic (total 5-mC DNA methylation) biomarkers. Exposure resulted in decreased feeding rate, heart rate, total cholinesterases activity and catalase activity. Contrarily, other antioxidant enzymes, namely glutathione-S-transferases and selenium-dependent Glutathione peroxidase had their activity increased, together with lipid peroxidation levels. The enhancement of the antioxidant enzymes was not sufficient to prevent oxidative damage, as underpinned by lipid peroxidation enhancement. Accordingly, average DNA damage level was significantly increased in STX-exposed daphnids. Total DNA 5-mC level was significantly decreased in exposed organisms. Results showed that even a short-term exposure to saxitoxin causes significant effects on critical molecular and cellular pathways and modulates swimming patterns in D. magna individuals. This study highlights sub-lethal effects caused by saxitoxin in D. magna, suggesting that these toxins may represent a marked challenge to their thriving even at a concentration deemed safe for humans by the WHO.

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A systematic workflow for compliancetesting of emerging international classwide restrictions on PFAS
Authors
Vestergren Robin, Appelblom Anders, Bălan Simona A., Brandsma Sicco H., Bruton Thomas A., Cousins Ian T., Gauthier Jeremy R., Heggelund Audun, Ivarsson Jenny, Kärrman Anna, Melymuk Lisa, Olisah Chijioke, Rosen Amanda, Savvidou Eleni K., Schellenberger Steffen, Skedung Lisa, Talasniemi Petteri, Wickman Tonie, Zweigle Jonathan, Zwiener Christian, Benskin Jonathan P.
Journal
Environmental Science & Technology
Vol. 58
No. 34
14968−14972
Keywords
PFAS, Compliance testing, Analytical methods, Classwide restrictions
Date of publication
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The poorly reversible risks to human health and ecosystems from contamination with per- and polyfluoroalkyl substances (PFAS) have led many researchers and regulators worldwide to call for a classwide ban of these so-called forever chemicals. As part of the EU Chemicals Strategy for Sustainability, the national authorities of five European countries submitted a broad restriction proposal on PFAS under REACH in January 2023. This restriction proposal is unique in its scope by including the vast majority of uses for >10 000 substances that meet the OECD definition of PFAS. In parallel, several countries and multiple states in the United States have proposed or enacted broad PFAS restrictions for all non-essential uses or for specific uses and reporting requirements for a range of consumer products. Although the regulatory frameworks underpinning these restrictions contain many differences, the proposed restrictions have the common objective to ban the intentional use of all PFAS and thus avoid regrettable substitution with other PFAS. Given that the proposed restrictions apply to chemical products and articles (both hereafter termed simply “products”) that are imported from other states, countries, or regions, they may also trigger substitution and an increased demand for supply chain information on a global level. Direct communication with manufacturers and distributors is typically the primary approach for companies to ensure compliance with chemical regulations. Nevertheless, companies and authorities require reliable analytical methods to independently verify supply chain information and capture products that are noncompliant with PFAS restrictions.
A major challenge for compliance testing stems from the sheer number and structural diversity of PFAS, making it impossible for a single analytical method to quantify all PFAS individually. There are, however, a growing number of analytical methods that can indicate the presence of PFAS by leveraging certain characteristics of these chemicals. Building on the recent advances in the analytical chemistry of PFAS, we discuss the currently available analytical methods that can inform compliance testing of PFAS in different products under different regulatory frameworks while highlighting the advantages and remaining challenges associated with these methods. We then illustrate how these methods could be applied in a three-step workflow for the implementation of the PFAS restriction proposal under REACH. Notably, this Viewpoint is not intended to review or comment on individual or classwide PFAS risk assessments that have been carried out by different authorities but rather to present an approach for ensuring compliance with these new laws based on recent advances in analytical chemistry.
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Pioneering an effect-based early warning system for hazardous chemicals in the environment
Authors
Niarchos Georgios, Alygizakis Nikiforos, Carere Mario, Dulio Valeria, Engwall Magnus, Hyötyläinen Tuulia, Kallenborn Roland, Karakitsios Spyros, Karakoltzidis Achilleas, Kärrman Anna, Lamoree Marja, Larsson Maria, Lundqvist Johan, Mancini Laura, Mottaghipisheh Javad, Rostkowski Pawel, Sarigiannis Dimosthenis, Vorkamp Katrin, Ahrens Lutz
Journal
TrAC Trends in Analytical Chemistry
Vol. 180
No. November 2024
117901
Keywords
Contaminants of emerging concern, Bioassays, Effect-based methods, Effect-directed analysis, Environmental monitoring, Toxicity
Date of publication
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Existing regulatory frameworks often prove inadequate in identifying contaminants of emerging concern (CECs) and determining their impacts on biological systems at an early stage. The establishment of Early Warning Systems (EWSs) for CECs is becoming increasingly relevant for policy-making, aiming to proactively detect chemical hazards and implement effective mitigation measures. Effect-based methodologies, including bioassays and effect-directed analysis (EDA), offer valuable input to EWSs with a view to pinpointing the relevant toxicity drivers and prioritizing the associated risks. This review evaluates the analytical techniques currently available to assess biological effects, and provides a structured plan for their systematic integration into an EWS for hazardous chemicals in the environment. Key scientific advancements in effect-based approaches and EDA are discussed, underscoring their potential for early detection and management of chemical hazards. Additionally, critical challenges such as data integration and regulatory alignment are addressed, emphasizing the need for continuous improvement of the EWS and the incorporation of analytical advancements to safeguard environmental and public health from emerging chemical threats.

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High precision blood lead radiogenic isotope signatures in a community exposed to Pb contaminated soils and implications for the current Pb exposure of the European population
Authors
Petit Jérôme C.J., Mattielli Nadine , De Jong Jeroen , Bouhoulle Elodie , Debouge Wendy , Maggi Patrick , Hublet Geneviève , Fagel Nathalie , Pirard Catherine , Charlier Corinne , Suzanne Remy
Journal
Science of The Total Environment
Vol. 950
174763
Keywords
Epidemiology, Biokinetic model, Urban environment, Allotment garden, Historical metallurgy, Isotope forensics
Date of publication
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Our study provides the most comprehensive dataset for high-precision radiogenic isotopes of lead (Pb) in blood for the western European population. It investigates their potential for elucidating the contribution of soil Pb to blood Pb using a human biomonitoring survey involving 81 adults and 4 children living in the urban area of Liège (Belgium). Soils in the area show moderate (median of 360 mg/kg) to high (95th percentile of 1000 mg/kg) Pb concentrations, due to former metal processing activities. Blood lead levels (BLL) measured in the study population are, on average, quantitatively consistent with a ∼ 20 % increase due to the exposure to Pb from soils, as estimated by a single-compartment biokinetic model. Consistently, its isotopic composition does not represent an endmember that fully accounts for the variability of Blood lead isotope (BLI) compositions measured in the study population. While some individuals show more thorogenic BLI ratios (relatively more enriched in 208Pb), which could be consistent with a greater exposure to local soils and/or by their country of birth, the BLI data mostly follow a trend roughly parallel to the European Standard Lead Pollution (ESLP) line, within the European leaded gasoline field, even two decades after the withdrawal of this source. Differences in BLI are probably associated with factors related to the presence of Pb in dwellings (pipes, paint) and drinking water distribution system, suggesting that the anthropogenic Pb in use, relevant to human exposure, may contain ore components of different origins, including the Australian Pb ore signature.

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Chemical respiratory sensitization
Authors
Hargitai Rita, Parráková Lucia, Szatmári Tünde, Monfort-Lanzas Pablo, Galbiati Valentina, Audouze Karine, Jornod Florence, Staal Yvonne C. M., Burla Sabina, Chary Aline, Gutleb Arno C., Lumniczky Katalin, Vandebriel Rob J., Gostner Johanna M.
Journal
Frontiers in Toxicology
Vol. 6
1331803
Keywords
Adverse outcome pathway (AOP), Chemical respiratory allergy, Chemical sensitizer, Chemical-induced hypersensitivity, Key event, New approach methodology (NAM), Occupational asthma, Respiratory sensitization
Date of publication
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Respiratory sensitization is a complex immunological process eventually leading to hypersensitivity following re-exposure to the chemical. A frequent consequence is occupational asthma, which may occur after long latency periods. Although chemical-induced respiratory hypersensitivity has been known for decades, there are currently no comprehensive and validated approaches available for the prospective identification of chemicals that induce respiratory sensitization, while the expectations of new approach methodologies (NAMs) are high. A great hope is that due to a better understanding of the molecular key events, new methods can be developed now. However, this is a big challenge due to the different chemical classes to which respiratory sensitizers belong, as well as because of the complexity of the response and the late manifestation of symptoms. In this review article, the current information on respiratory sensitization related processes is summarized by introducing it in the available adverse outcome pathway (AOP) concept. Potentially useful models for prediction are discussed. Knowledge gaps and gaps of regulatory concern are identified.

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Investigation of peroxisome proliferator-activated receptor genes as requirements for visual startle response hyperactivity in larval zebrafish exposed to structurally similar per- and polyfluoroalkyl substances (PFAS)
Authors
Gutsfeld Sebastian, Wehmas Leah, Omoyeni Ifeoluwa, Schweiger Nicole, Leuthold David, Michaelis Paul, Howey Xia Meng, Gaballah Shaza, Herold Nadia, Vogs Carolina, Wood Carmen, Bertotto Luísa, Wu Gi-Mick, Klüver Nils, Busch Wibke, Scholz Stefan, Schor Jana, Tal Tamara
Journal
Environmental Health Perspectives
Vol. 132
No. 7
077007
Date of publication
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Background:
Per- and polyfluoroalkyl Substances (PFAS) are synthetic chemicals widely detected in humans and the environment. Exposure to perfluorooctanesulfonic acid (PFOS) or perfluorohexanesulfonic acid (PFHxS) was previously shown to cause dark-phase hyperactivity in larval zebrafish.
Objectives:
The objective of this study was to elucidate the mechanism by which PFOS or PFHxS exposure caused hyperactivity in larval zebrafish.
Methods:
Swimming behavior was assessed in 5-d postfertilization (dpf) larvae following developmental (1–4 dpf) or acute (5 dpf) exposure to 0.43–7.86μ⁢M PFOS, 7.87–120μ⁢M PFHxS, or 0.4% dimethyl sulfoxide (DMSO). After developmental exposure and chemical washout at 4 dpf, behavior was also assessed at 5–8 dpf. RNA sequencing was used to identify differences in global gene expression to perform transcriptomic benchmark concentration–response (BMCT) modeling, and predict upstream regulators in PFOS- or PFHxS-exposed larvae. CRISPR/Cas9-based gene editing was used to knockdown peroxisome proliferator-activated receptors (ppars) pparaa/ab, pparda/db, or pparg at day 0. Knockdown crispants were exposed to 7.86μ⁢M PFOS or 0.4% DMSO from 1–4 dpf and behavior was assessed at 5 dpf. Coexposure with the ppard antagonist GSK3787 and PFOS was also performed.
Results:
Transient dark-phase hyperactivity occurred following developmental or acute exposure to PFOS or PFHxS, relative to the DMSO control. In contrast, visual startle response (VSR) hyperactivity only occurred following developmental exposure and was irreversible up to 8 dpf. Similar global transcriptomic profiles, BMCT estimates, and enriched functions were observed in PFOS- and PFHxS-exposed larvae, and ppars were identified as putative upstream regulators. Knockdown of pparda/db, but not pparaa/ab or pparg, blunted PFOS-dependent VSR hyperactivity to control levels. This finding was confirmed via antagonism of ppard in PFOS-exposed larvae.
Discussion:
This work identifies a novel adverse outcome pathway for VSR hyperactivity in larval zebrafish. We demonstrate that developmental, but not acute, exposure to PFOS triggered persistent VSR hyperactivity that required ppard function.

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Cross-mapping of terms used in chemical risk assessment with those used in systematic review: research protocol
Authors
Svendsen Camilla, Mathisen Gro Haarklou, Vist Gunn E., Husøy Trine, Ames Heather, Beronius Anna, Di Consiglio Emma, Druwe Ingrid, Hartung Thomas, Hoffmann Sebastian, Hooijmans Carlijn R., Machera Kyriaki, Robinson Joshua F. , Roggen Erwin, Rooney Andrew A., Roth Nicolas, Spilioti Eliana, Spyropoulou Anastasia, Tcheremenskaia Olga, Testai Emanuela, Vinken Mathieu, Whaley Paul
Journal
Evidence-Based Toxicology
Vol. 2
No. 1
22371285
Keywords
Conceptual overlap, Cross-mapping, Definitions, Interoperability, Terminology
Date of publication
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The focus on implementation of systematic review (SR) principles in chemical risk assessments (CRAs) is growing as it has the potential to advance the rigour and transparency of the CRAs. However, the SR and CRA communities use their own specific terminologies. Understanding the meaning of core SR and CRA terms and where they overlap is critical for application of SR methods and principles in CRAs. Moreover, it will increase the possibility for cross-sectorial collaboration, avoid misunderstandings, and improve communication among risk assessors, researchers, and policy makers.

We present a process for the cross-mapping of core CRA terms and core SR terms. Core terms for study appraisal, evidence synthesis and integration used in the SR and CRA communities will be included. The outcome will be an overview of how core SR terms map onto core CRA terms and vice versa, and a description of the relationship and conceptual overlap between the terms.

The cross-mapping is divided in three phases, where in the first phase the core SR and CRA terms will be identified. In the second phase, existing SR and CRA definitions will be mapped. In the third phase, descriptions of the relationship and conceptual overlap between the terms will be derived. The third phase will include weekly one-hour online meetings for SR and CRA experts.

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Progress, applications, and challenges in high-throughput effect-directed analysis for toxicity driver identification
Authors
Alvarez Mora Iker, Arturi Katarzyna, Béen Frederic, Buchinger Sebastian, El Mais Abd El Rahman, Gallampois Christine, Hahn Meike, Hollender Juliane, Houtman Corine, Johann Sarah, Krauss Martin, Lamoree Marja, Margalef Maria, Massei Riccardo, Brack Werner, Muz Melis
Journal
Analytical and Bioanalytical Chemistry
Vol. 417
451-472
Keywords
HT-EDA, NTS, Bioanalytical methods, Mass spectrometry
Date of publication
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The rapid increase in the production and global use of chemicals and their mixtures has raised concerns about their potential impact on human and environmental health. With advances in analytical techniques, in particular, high-resolution mass spectrometry (HRMS), thousands of compounds and transformation products with potential adverse effects can now be detected in environmental samples. However, identifying and prioritizing the toxicity drivers among these compounds remain a significant challenge. Effect-directed analysis (EDA) emerged as an important tool to address this challenge, combining biotesting, sample fractionation, and chemical analysis to unravel toxicity drivers in complex mixtures. Traditional EDA workflows are labor-intensive and time-consuming, hindering large-scale applications. The concept of high-throughput (HT) EDA has recently gained traction as a means of accelerating these workflows. Key features of HT-EDA include the combination of microfractionation and downscaled bioassays, automation of sample preparation and biotesting, and efficient data processing workflows supported by novel computational tools. In addition to microplate-based fractionation, high-performance thin-layer chromatography (HPTLC) offers an interesting alternative to HPLC in HT-EDA. This review provides an updated perspective on the state-of-the-art in HT-EDA, and novel methods/tools that can be incorporated into HT-EDA workflows. It also discusses recent studies on HT-EDA, HT bioassays, and computational prioritization tools, along with considerations regarding HPTLC. By identifying current gaps in HT-EDA and proposing new approaches to overcome them, this review aims to bring HT-EDA a step closer to monitoring applications.

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Predicting the combined effects of multiple stressors and stress adaptation in Gammarus pulex
Journal
Environmental Science & Technology
Vol. 58
No. 29
12899-12908
Keywords
Combined effects, Mixture toxicity, Fitness costs, Genetic adaptation
Date of publication
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Global change confronts organisms with multiple stressors causing nonadditive effects. Persistent stress, however, leads to adaptation and related trade-offs. The question arises: How can the resulting effects of these contradictory processes be predicted? Here we show that Gammarus pulex from agricultural streams were more tolerant to clothianidin (mean EC50 148 μg/L) than populations from reference streams (mean EC50 67 μg/L). We assume that this increased tolerance results from a combination of physiological acclimation, epigenetic effects, and genetic evolution, termed as adaptation. Further, joint exposure to pesticide mixture and temperature stress led to synergistic interactions of all three stressors. However, these combined effects were significantly stronger in adapted populations as shown by the model deviation ratio (MDR) of 4, compared to reference populations (MDR = 2.7). The pesticide adaptation reduced the General-Stress capacity of adapted individuals, and the related trade-off process increased vulnerability to combined stress. Overall, synergistic interactions were stronger with increasing total stress and could be well predicted by the stress addition model (SAM). In contrast, traditional models such as concentration addition (CA) and effect addition (EA) substantially underestimated the combined effects. We conclude that several, even very disparate stress factors, including population adaptations to stress, can act synergistically. The strong synergistic potential underscores the critical importance of correctly predicting multiple stresses for risk assessment.

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Combined effects of herbicides and insecticides reduce biomass of sensitive aquatic invertebrates
Authors
Liebmann Liana, Schreiner Verena C., Vormeier Philipp, Weisner Oliver, Liess Matthias
Journal
Science of the Total Environment
Vol. 946
174343
Keywords
Pesticide pressure, Indirect stress, Food limitation, Functional feeding groups, SPEARpesticides, Image analysis
Date of publication
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The structure and biomass of aquatic invertebrate communities play a crucial role in the matter dynamics of streams. However, biomass is rarely quantified in ecological assessments of streams, and little is known about the environmental and anthropogenic factors that influence it. In this study, we aimed to identify environmental factors that are associated with invertebrate structure and biomass through a monitoring of 25 streams across Germany. We identified invertebrates, assigned them to taxonomic and trait-based groups, and quantified biomass using image-based analysis. We found that insecticide pressure generally reduced the abundance of insecticide-vulnerable populations (R2 = 0.43 applying SPEARpesticides indicator), but not invertebrate biomass. In contrast, herbicide pressure reduced the biomass of several biomass aggregations. Especially, insecticide-sensitive populations, that were directly (algae feeder, R2 = 0.39) or indirectly (predators, R2 = 0.29) dependent on algae, were affected. This indicated a combined effect of possible food shortage due to herbicides and direct insecticide pressure. Specifically, all streams with increased herbicide pressure showed a reduced overall biomass share of Trichoptera from 43 % to 3 % and those of Ephemeroptera from 20 % to 3 % compared to streams grouped by low herbicide pressure. In contrast, insecticide-insensitive Gastropoda increased from 10 % to 45 %, and non-vulnerable leaf-shredding Crustacea increased from 10 % to 22 %. In summary, our results indicate that at the community level, the direct effects of insecticides and the indirect, food-mediated effects of herbicides exert a combined effect on the biomass of sensitive insect groups, thus disrupting food chains at ecosystem level.

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Automated liquid handling extraction and rapid quantification of underivatized  amino acids and tryptophan metabolites from human serum and plasma using dual-column U(H)PLC-MRM-MS and its application to prostate cancer study
Authors
Kipura Tobias, Hotze Madlen, Hofer Alexa, Egger Anna-Sophia, Timpen Lea E., Opitz Christiane A., Townsend Paul A., Gethings Lee A., Thedieck Kathrin, Kwiatkowski Marcel
Journal
Metabolites
Vol. 14
No. 7
370
Keywords
Tryptophan metabolites analysis, LC-MS, Mixed-mode chromatography
Date of publication
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Amino acids (AAs) and their metabolites are important building blocks, energy sources, and signaling molecules associated with various pathological phenotypes. The quantification of AA and tryptophan (TRP) metabolites in human serum and plasma is therefore of great diagnostic interest. Therefore, robust, reproducible sample extraction and processing workflows as well as rapid, sensitive absolute quantification are required to identify candidate biomarkers and to improve screening methods. We developed a validated semi-automated robotic liquid extraction and processing workflow and a rapid method for absolute quantification of 20 free, underivatized AAs and six TRP metabolites using dual-column U(H)PLC-MRM-MS. The extraction and sample preparation workflow in a 96-well plate was optimized for robust, reproducible high sample throughput allowing for transfer of samples to the U(H)PLC autosampler directly without additional cleanup steps. The U(H)PLC-MRM-MS method, using a mixed-mode reversed-phase anion exchange column with formic acid and a high-strength silica reversed-phase column with difluoro-acetic acid as mobile phase additive, provided absolute quantification with nanomolar lower limits of quantification within 7.9 min. The semi-automated extraction workflow and dual-column U(H)PLC-MRM-MS method was applied to a human prostate cancer study and was shown to discriminate between treatment regimens and to identify metabolites responsible for discriminating between healthy controls and patients on active surveillance.

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Occupational exposure limits for reproductive toxicants – A comparative analysis
Authors
Schenk Linda, Ho Meng-Rung, Taxell Piia, Huuskonen Pasi, Leite Mimmi, Martinsone Inese, Nordby Karl-Christian, Paegle Linda, Strumylaite Loreta
Journal
Reproductive Toxicology
Vol. 128
108649
Keywords
Health risk assessment, Industrial hygiene, Maximum allowable concentration, Route-to-route extrapolation, Uncertainty factors, TLV, DNEL, Reproductive toxicology
Date of publication
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We investigated the level of protection of reproductive and developmental toxicity offered through occupational exposure limits (OELs) and Derived No-Effect Levels for workers’ inhalation exposure (wDNELs). We compared coverage of substances that have a harmonised classification as reproductive toxicant 1 A or 1B (Repr.1 A/B), numerical values and scientific basis of 12 lists of OELs and wDNELs from REACH Registrants’ and the Committee for Risk Assessment. Across the 14 sources of OELs and wDNELs, 53 % of the Repr1A/B-substances had at least one exposure limit (counting groups of metals as one entry). Registrants’ wDNELs covered the largest share, 40 %. The numerical values could be highly variable for the same substance across the lists. How often reproductive toxicity is identified as the critical effect varies between the examined lists, both due to different assessments of the same substance and different substance coverage. Reviewing the margin of safety to reproductive toxicity cited in the documents, we found that 15 % of safety margins were lower to reproductive toxicity than the critical effect. To conclude, neither the REACH nor work environment legislation supply wDNELs or OELs for a substantial share of known reproductive toxicants. EU OELs cover among the fewest substances in the range, and in many cases national OELs or wDNELs are set at more conservative levels.

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Method optimization for a simultaneous determination of neonicotinoid, carbamate/thiocarbamate, triazole, organophosphate and pyrethroid pesticides and their metabolites in urine using UPLC-MS/MS
Journal
Journal of Chromatography A
Vol. 1730
465054
Keywords
Human biomonitoring, Neonicotinoid pesticides, Method optimization, UPLC-MS/MS, Urinary metabolites
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An accurate and sensitive method for the determination of a total of 23 pesticides and their metabolites in human urine has been optimised. The methodology is based on a previously published method based on solid-phase extraction with methanol and acetone followed by ultra-performance liquid chromatography coupled to tandem mass spectrometry (UPLC-MS/MS) in the selected reaction mode (SRM) with both positive and negative electrospray ionization (ESI+/-). The detection settings of the previous method, which allowed to determine the metabolites from 6 organophosphate and 2 pyrethroid pesticides, were optimised in order to include further pesticide groups, such as 11 neonicotinoids, 3 carbamates/thiocarbamates and 2 triazoles. The 5-windows method enduring 22 min was optimized with acceptable results in relation to accuracy (recoveries >75 %), precision (coefficients of variation <26 %) and linearity (R2> 0.9915). The limits of detection ranged between 0.012 ng/mL and 0.058 ng/mL. Samples from the German External Quality Assessment Scheme (G-EQUAS) encompassing 2 pyrethroids, 2 organophosphate and one neonicotinoid (6-chloronicotinic acid, a common metabolite of imidacloprid and acetamiprid) were analysed, and the latter, included in this newest optimization, provided good reference results. The method is optimal as a human biomonitoring tool for health risk assessment in large population surveys.

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An in vitro model system for testing chemical effects on microbiome-immune interactions – examples with BPX and PFAS mixtures
Authors
Fischer Florence, Pierzchalski Arkadiusz, Riesbeck Sarah, Aldehoff Alix Sarah, Castaneda-Monsalve Victor Alfonso, Haange Sven-Bastiaan, von Bergen Martin, Rolle-Kampczyk Ulrike Elisabeth, Jehmlich Nico, Zenclussen Ana Claudia, Herberth Gunda
Journal
Frontiers in Immunology
Vol. 15
1298971
Keywords
Microbiome-immune interaction, Immune cell activation, T cells, Bioreactor, Microbial community, Chemical mixtures, Bisphenols, PFAS
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Introduction: More than 350,000 chemicals make up the chemical universe that surrounds us every day. The impact of this vast array of compounds on our health is still poorly understood. Manufacturers are required to carry out toxicological studies, for example on the reproductive or nervous systems, before putting a new substance on the market. However, toxicological safety does not exclude effects resulting from chronic exposure to low doses or effects on other potentially affected organ systems. This is the case for the microbiome-immune interaction, which is not yet included in any safety studies.

Methods: A high-throughput in vitro model was used to elucidate the potential effects of environmental chemicals and chemical mixtures on microbiome-immune interactions. Therefore, a simplified human intestinal microbiota (SIHUMIx) consisting of eight bacterial species was cultured in vitro in a bioreactor that partially mimics intestinal conditions. The bacteria were continuously exposed to mixtures of representative and widely distributed environmental chemicals, i.e. bisphenols (BPX) and/or per- and polyfluoroalkyl substances (PFAS) at concentrations of 22 µM and 4 µM, respectively. Furthermore, changes in the immunostimulatory potential of exposed microbes were investigated using a co-culture system with human peripheral blood mononuclear cells (PBMCs).

Results: The exposure to BPX, PFAS or their mixture did not influence the community structure and the riboflavin production of SIHUMIx in vitro. However, it altered the potential of the consortium to stimulate human immune cells: in particular, activation of CD8+ MAIT cells was affected by the exposure to BPX- and PFAS mixtures-treated bacteria.

Discussion: The present study provides a model to investigate how environmental chemicals can indirectly affect immune cells via exposed microbes. It contributes to the much-needed knowledge on the effects of EDCs on an organ system that has been little explored in this context, especially from the perspective of cumulative exposure.

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Internal flames: Metal(loid) exposure linked to alteration of the lipid profile in Czech male firefighters (CELSPAC-FIREexpo study)
Authors
Pálešová Nina, Řiháčková Katarína, Kuta Jan, Pindur Aleš, Šebejová Ludmila, Čupr Pavel
Journal
Environmental Science & Technology Letters
Vol. 7
No. 11
679–686
Keywords
Firefighters, Occupational exposure, Metals, Cholesterol, Cardiovascular disease, Mixture analysis
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Increased wildfire activity increases the demands onfire rescue services and firefighters’ contact with harmful chemicals.This study aimed to determine firefighters’ exposure to toxicmetal(loid)s and its association with the lipid profile. CELSPAC-FIREexpo study participants (including 110 firefighters) providedurine and blood samples to quantify urinary levels of metal(loid)s (arsenic, cadmium (Cd), mercury and lead (Pb)) and serum lipidbiomarkers (cholesterol (CHOL), low-density lipoprotein choles-terol (LDL), high-density lipoprotein cholesterol (HDL), and triglycerides (TG)). The associations were investigated by usingmultiple linear regression and Bayesian weighted quantile sum(BWQS) regression. Higher levels of Pb were observed infirefighters. Pb was positively associated with CHOL and TG.Cd was negatively associated with HDL. In the BWQS model, the mixture of metal(loid)s was associated positively with CHOL (β =14.75, 95% CrI = 2.45−29.08), LDL (β = 15.14, 95% CrI = 3.39−29.35) and TG (β = 14.79, 95% CrI = 0.73−30.42), whilenegatively with HDL (β = −14.96, 95% CrI = −25.78 to −1.8). Pb emerged as a key component in a metal(loid) mixture. Theresults suggest that higher exposure to lead and the mixture of metal(loid)s is associated with the alteration of the lipid profile, whichcan result in an unfavorable cardiometabolic profile, especially in occupationally exposed firefighters.

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Effects of metabolic disruption on lipid metabolism and yolk retention in zebrafish embryos
Journal
Environmental Toxicology and Chemistry
Vol. 43
No. 8
1880-1893
Keywords
Aquatic toxicology, Developmental toxicity, Endocrine-disrupting compounds, Toxicity mechanisms
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A subgroup of endocrine-disrupting chemicals have the ability to disrupt metabolism. These metabolism-disrupting chemicals (MDCs) can end up in aquatic environments and lead to adverse outcomes in fish. Although molecular and physiological effects of MDCs have been studied in adult fish, few studies have investigated the consequences of metabolic disruption in fish during the earliest life stages. To investigate the processes affected by metabolic disruption, zebrafish embryos were exposed to peroxisome proliferator–activated receptor gamma (PPARγ) agonist rosiglitazone, the PPARγ antagonist T0070907, and the well-known environmentally relevant MDC bisphenol A. Decreased apolipoprotein Ea transcript levels indicated disrupted lipid transport, which was likely related to the observed dose-dependent increases in yolk size across all compounds. Increased yolk size and decreased swimming activity indicate decreased energy usage, which could lead to adverse outcomes because the availability of energy reserves is essential for embryo survival and growth. Exposure to T0070907 resulted in a darkened yolk. This was likely related to reduced transcript levels of genes involved in lipid transport and fatty acid oxidation, a combination of responses that was specific to exposure to this compound, possibly leading to lipid accumulation and cell death in the yolk. Paraoxonase 1 (Pon1) transcript levels were increased by rosiglitazone and T0070907, but this was not reflected in PON1 enzyme activities. The present study shows how exposure to MDCs can influence biochemical and molecular processes involved in early lipid metabolism and may lead to adverse outcomes in the earliest life stages of fish.

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Machine learning-based prediction of fish acute mortality: implementation, interpretation, and regulatory relevance
Authors
Gasser Lilian, Schür Christoph, Perez-Cruz Fernando, Schirmer Kristin, Baity-Jesi Marco
Journal
Environmental Science: Advances
Vol. 3
1124-1138
Keywords
Machine learning, Ecotoxicology, Fish, Hazard assessment, Chemical regulation
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Regulation of chemicals requires knowledge of their toxicological effects on a large number of species, which has traditionally been acquired through in vivo testing. The recent effort to find alternatives based on machine learning, however, has not focused on guaranteeing transparency, comparability and reproducibility, which makes it difficult to assess advantages and disadvantages of these methods. Also, comparable baseline performances are needed. In this study, we trained regression models on the ADORE “t-F2F” challenge proposed in [Schür et al., Nature Scientific data, 2023] to predict acute mortality, measured as LC50 (lethal concentration 50), of organic compounds on fishes. We trained LASSO, random forest (RF), XGBoost, Gaussian process (GP) regression models, and found a series of aspects that are stable across models: (i) using mass or molar concentrations does not affect performances; (ii) the performances are only weakly dependent on the molecular representations of the chemicals, but (iii) strongly on how the data is split. Overall, the tree-based models RF and XGBoost performed best and we were able to predict the log10-transformed LC50 with a root mean square error of 0.90, which corresponds to an order of magnitude on the original LC50 scale. On a local level, on the other hand, the models are not able to consistently predict the toxicity of individual chemicals accurately enough. Predictions for single chemicals are mostly influenced by a few chemical properties while taxonomic traits are not captured sufficiently by the models. We discuss technical and conceptual improvements for these challenges to enhance the suitability of in silico methods to environmental hazard assessment. Accordingly, this work showcases state-of-the-art models and contributes to the ongoing discussion on regulatory integration.

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How wastewater reflects human metabolism - Suspect screening of pharmaceutical metabolites in wastewater influent
Journal
Environmental Science & Technology
Vol. 58
No. 22
9828-9839
Keywords
Drug Metabolites, Human Pharmaceutical Metabolism, Suspect Screening, Wastewater, High Resolution Mass Spectrometry, Sirius/csi:fingerid, Metfrag, Molecular Network
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Pharmaceuticals and their human metabolites are contaminants of emerging concern in the aquatic environment. Most monitoring studies focus on a limited set of parent compounds and even fewer metabolites. However, more than 50% of the most consumed pharmaceuticals are excreted in higher amounts as metabolites than as parents, as confirmed by a literature analysis within this study. Hence, we applied a wide-scope suspect screening approach to identify human pharmaceutical metabolites in wastewater influent from three Swiss treatment plants. Based on consumption amounts and human metabolism data, a suspect list comprising 268 parent compounds and over 1500 metabolites was compiled. Online solid phase extraction combined with liquid chromatography coupled to high-resolution tandem mass spectrometry was used to analyze the samples. Data processing, annotation, and structure elucidation were achieved with various tools, including molecular networking as well as SIRIUS/CSI:FingerID and MetFrag for MS2 spectra rationalization. We confirmed 37 metabolites with reference standards and 16 by human liver S9 incubation experiments. More than 25 metabolites were detected for the first time in influent wastewater. Semiquantification with MS2Quant showed that metabolite to parent concentration ratios were generally lower compared to literature expectations, probably due to further metabolite transformation in the sewer system or limitations in the metabolite detection. Nonetheless, metabolites pose a large fraction to the total pharmaceutical contribution in wastewater, highlighting the need for metabolite inclusion in chemical risk assessment.

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Exploring BPA alternatives – Environmental levels and toxicity review
Authors
Adamovsky Ondrej, Groh Ksenia J., Białk-Bielińska Anna, Escher Beate I., Beaudouin R., Lagares Liadys Mora, Tollefsen Knut Erik, Fenske Martina, Mulkiewicz Ewa, Creusot Nicolas, Sosnowska Anita, Loureiro Susana, Beyer Jonny, Repetto Guillermo, Štern Alja, Lopes Isabel, Monteiro Marta, Zikova-Kloas Andrea, Eleršek Tina, Vračko Marjan, Kyriakopoulou Katerina, Zdybel Szymon, Puzyn Tomasz, Koczur Weronika, Morthorst Jane Ebsen, Holbech Henrik, Carlsson Gunnar, Örn Stefan, Herrero Óscar, Siddique Ayesha, Liess Matthias, Braun Georg, Srebny Vanessa, Žegura Bojana, Hinfray Nathalie, Brion François, Knapen Dries, Vandeputte Ellen, Stinckens Evelyn, Vergauwen Lucia, Behrendt Lars, Silva Maria João, Blaha Ludek
Journal
Environment International
Vol. 189
108728
Keywords
BPA alternatives, Biological activity, In silico, Invertebrates, Vertebrates
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Bisphenol A alternatives are manufactured as potentially less harmful substitutes of bisphenol A (BPA) that offer similar functionality. These alternatives are already in the market, entering the environment and thus raising ecological concerns. However, it can be expected that levels of BPA alternatives will dominate in the future, they are limited information on their environmental safety. The EU PARC project highlights BPA alternatives as priority chemicals and consolidates information on BPA alternatives, with a focus on environmental relevance and on the identification of the research gaps. The review highlighted aspects and future perspectives. In brief, an extension of environmental monitoring is crucial, extending it to cover BPA alternatives to track their levels and facilitate the timely implementation of mitigation measures. The biological activity has been studied for BPA alternatives, but in a non-systematic way and prioritized a limited number of chemicals. For several BPA alternatives, the data has already provided substantial evidence regarding their potential harm to the environment. We stress the importance of conducting more comprehensive assessments that go beyond the traditional reproductive studies and focus on overlooked relevant endpoints. Future research should also consider mixture effects, realistic environmental concentrations, and the long-term consequences on biota and ecosystems.

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Regulatory and practical considerations on the implementation of a mixture allocation factor in REACH
Authors
Hassold Enken, Schulze Jona , Galert Wiebke, Treu Gabriele
Journal
Environmental Sciences Europe
Vol. 36
101
Keywords
Co-exposure, Mixture risk assessment, Risk management measures, Unintentional mixtures, MAF
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There is indisputable evidence that the environment, humans and wildlife are continuously exposed not to single but to multiple chemicals from diferent sources. Exposure to these mixtures can lead to combined risks not yet suffciently addressed in any of the European chemical legislations. Under the REACH regulation for industrial chemicals, specifc environmental mixture assessments are challenged by a lack of data on toxicity, use and exposures and the communication of data along the supply chain. Within the Chemicals Strategy for Sustainability the European Commission proposed to introduce (a) mixture allocation factor(s) (MAF) as regulatory management tool to reduce exposures, efects and potential risks of unintentional mixtures. The MAF is proposed to be applied as default value within the chemical safety assessments undertaken by companies under REACH. Here, we critically review the relevant literature discussing the conceptual background of the MAF and approaches to derive its magnitude.
The analysis focuses on the environment and key issues for an implementation in regulatory practise together with remaining uncertainties and needs for possible ways forward. At this stage introducing a MAF in REACH Annex I appears the most pragmatic and immediately implementable measure to address risks from unintentional mixtures in the environment. A so-called MAFceiling appears as the preferred option of policy makers, since it would only afect relevant substances close to their respective risk threshold. While the magnitude of a MAF will be decided politically, the choice of methods and assumptions to derive its size should be clear and transparent, build on the available scientifc evidence and take account for uncertainties. A MAF will be most efective reducing environmental releases and exposure levels if risk mitigation measures are implemented in practise. Its socioeconomic impacts and costs need to be assessed in a balanced way together with the benefts for the environment, society, and for companies — also in comparison to the eforts needed for specifc mixture risk assessments. In the future and with the experiences gathered in practise, a discussion is needed on how to assess and regulate unintentional mixtures across diferent pieces of chemicals legislation to consider the true exposure situation and ensure harmonisation.

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Two-stage machine learning-based approach to predict points of departure for human noncancer and developmental/reproductive effects
Authors
Kvasnicka Jacob, Aurisano Nicolo, von Borries Kerstin, lU En-Hsuan, Fantke Peter, Jolliet Olivier, Wright Fred A., Chiu Weihsueh A.
Journal
Environmental Science & Technology
Vol. 58
No. 35
15638−15649
Keywords
QSAR model, Toxicity prediction, Chemical risk assessment, High-throughput screening, Life cycle impact assessment (LCIA)
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Chemical points of departure (PODs) for critical health effects are crucial for evaluating and managing human health risks and impacts from exposure. However, PODs are unavailable for most chemicals in commerce due to a lack of in vivo toxicity data. We therefore developed a two-stage machine learning (ML) framework to predict human-equivalent PODs for oral exposure to organic chemicals based on chemical structure. Utilizing ML-based predictions for structural/physical/chemical/toxicological properties from OPERA 2.9 as features (Stage 1), ML models using random forest regression were trained with human-equivalent PODs derived from in vivo data sets for general noncancer effects (n = 1,791) and reproductive/developmental effects (n = 2,228), with robust cross-validation for feature selection and estimating generalization errors (Stage 2). These two-stage models accurately predicted PODs for both effect categories with cross-validation-based root-mean-squared errors less than an order of magnitude. We then applied one or both models to 34,046 chemicals expected to be in the environment, revealing several thousand chemicals of moderate concern and several hundred chemicals of high concern for health effects at estimated median population exposure levels. Further application can expand by orders of magnitude the coverage of organic chemicals that can be evaluated for their human health risks and impacts.

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Protocol: Testing the performance of INVITES-IN, A tool for assessing the internal validity of in vitro studies
Authors
Mathisen Gro Haarklou, Vist Gunn E, Whaley Paul, White Richard A, Husøy Trine, Ames Heather M, Beronius Anna, Di Consiglio Emma, Druwe Ingrid, Hartung Thomas, Hoffmann Sebastian, Hooijmans Carlijn R., Machera Kyriaki, Prieto Pilar, Robin Joshua F, Roggen Erwin, Rooney Andrew A, Roth Nicolas, Spilioti Eliana, Spyropoulou Anastasia, Tcheremenskaia Olga, Testai Emanuela, Vinken Mathieu, Svendsen Camilla
Journal
Evidence-Based Toxicology
Vol. 1
No. 1
2293289
Keywords
Cell culture, Evidence-based toxicology, Risk of bias, User testing
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A tool for evaluation of internal validity of in vitro studies called INVITES-IN is currently under development. The tool is designed specifically for cell culture studies.

This protocol describes the testing of the performance of INVITES-IN. By performance, we mean the extent to which results of using INVITES-IN are the same for different users (consistency), the amount of time and cognitive effort it takes to apply INVITES-IN (assessor workload), the precision and potential for systematic error in results of applying INVITES-IN (accuracy), and how easy it is to use INVITES-IN (user experience).

The participants in the user testing will be representative for the expected end-users of INVITES-IN which are persons preparing literature reviews including in vitro studies (e.g. in the context of chemical hazard and risk assessments or drug development). All end-users are expected to have experience with in vitro methods.

Data collected from the performance testing will be used for further refinement and development of the release version of INVITES-IN.

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The integrated stress response-related expression of CHOP due to mitochondrial toxicity is a warning sign for DILI liability
Authors
Vlasveld Matthijs, Callegaro Giulia, Fisher Ciarán, Eakins Julie, Walker Paul, Lok Samantha, van Oost Siddh, de Jong Brechtje, Pellegrino-Coppola Damiano, Burger Gerhard, Wink Steven, van de Water Bob
Journal
Liver international
Vol. 44
No. 3
760-775
Keywords
CHOP, Drug-induced liver injury, High-throughput screening, Integrated stress response, Mitochondrial toxicity
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Background and Aims: Drug-induced liver injury (DILI) is one of the most frequentreasons for failure of drugs in clinical trials or market withdrawal. Early assessmentof DILI risk remains a major challenge during drug development. Here, we presenta mechanism-based weight-of-evidence approach able to identify certain candidatecompounds with DILI liabilities due to mitochondrial toxicity.

Methods: A total of 1587 FDA-approved drugs and 378 kinase inhibitors werescreened for cellular stress response activation associated with DILI using an imaging-based HepG2 BAC-GFP reporter platform including the integrated stress response(CHOP), DNA damage response (P21) and oxidative stress response (SRXN1).

Results: In total 389, 219 and 104 drugs were able to induce CHOP-GFP, P21-GFP andSRXN1-GFP expression at 50 μM respectively. Concentration response analysis iden-tified 154 FDA-approved drugs as critical CHOP-GFP inducers. Based on predictedand observed (pre-)clinical DILI liabilities of these drugs, nine antimycotic drugs (e.g.butoconazole, miconazole, tioconazole) and 13 central nervous system (CNS) agents(e.g. duloxetine, fluoxetine) were selected for transcriptomic evaluation using whole-genome RNA-sequencing of primary human hepatocytes. Gene network analysis un-covered mitochondrial processes, NRF2 signalling and xenobiotic metabolism as mostaffected by the antimycotic drugs and CNS agents. Both the selected antimycoticsand CNS agents caused impairment of mitochondrial oxygen consumption in bothHepG2 and primary human hepatocytes.

Conclusions: Together, the results suggest that early pre- clinical screening for CHOPexpression could indicate liability of mitochondrial toxicity in the context of DILI, and,therefore, could serve as an important warning signal to consider during decision-making in drug development.

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Physiologically based kinetic (PBK) modeling as a new approach methodology (NAM) for predicting systemic levels of gut microbial metabolites
Journal
Toxicology Letters
Vol. 396
94-102
Keywords
Kinetic modeling, New approach methodologies, Gut microbial metabolism, Ex vivo/in vitro models, Gut microbiome
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There is a clear need to develop new approach methodologies (NAMs) that combine in vitro and in silico testing to reduce and replace animal use in chemical risk assessment. Physiologically based kinetic (PBK) models are gaining popularity as NAMs in toxico/pharmacokinetics, but their coverage of complex metabolic pathways occurring in the gut are incomplete. Chemical modification of xenobiotics by the gut microbiome plays a critical role in the host response, for example, by prolonging exposure to harmful metabolites, but there is not a comprehensive approach to quantify this impact on human health. There are examples of PBK models that have implemented gut microbial biotransformation of xenobiotics with the gut as a dedicated metabolic compartment. However, the integration of microbial metabolism and parameterization of PBK models is not standardized and has only been applied to a few chemical transformations. A challenge in this area is the measurement of microbial metabolic kinetics, for which different fermentation approaches are used. Without a standardized method to measure gut microbial metabolism ex vivo/in vitro, the kinetic constants obtained will lead to conflicting conclusions drawn from model predictions. Nevertheless, there are specific cases where PBK models accurately predict systemic concentrations of gut microbial metabolites, offering potential solutions to the challenges outlined above. This review focuses on models that integrate gut microbial bioconversions and use ex vivo/in vitro methods to quantify metabolic constants that accurately represent in vivo conditions.

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New approach methods to assess developmental and adult neurotoxicity for regulatory use: a PARC work package 5 project
Authors
Tal Tamara, Myhre Oddvar, Fritsche Ellen, Rüegg Joëlle, Craenen Kai, Aiello-Holden Kiara, Agrillo Caroline, Babin Patrick J., Escher Beate I., Dirven Hubert, Hellsten Kati, Dolva Kristine, Hessel Ellen, Heusinkveld Harm J., Hadzhiev Yavor, Hurem Selma, Jagiello Karolina, Judzinska Beata, Klüver Nils, Knoll-Gellida Anja, Kühne Britta A., Leist Marcel, Lislien Malene, Lyche Jan L., Müller Ferenc, Colbourne John K., Neuhaus Winfried, Pallocca Giorgia, Seeger Bettina, Scharkin Ilka, Scholz Stefan, Spjuth Ola, Torres-Ruiz Monica, Bartmann Kristina
Journal
Frontiers in Toxicology
Vol. 6
1359507
Keywords
Developmental neurotoxicity (DNT), New approach method (NAM), Adult neurotoxicity (ANT), DNT-IVB, Applicability domain
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In the European regulatory context, rodent in vivo studies are the predominant source of neurotoxicity information. Although they form a cornerstone of neurotoxicological assessments, they are costly and the topic of ethical debate. While the public expects chemicals and products to be safe for the developing and mature nervous systems, considerable numbers of chemicals in commerce have not, or only to a limited extent, been assessed for their potential to cause neurotoxicity. As such, there is a societal push toward the replacement of animal models with in vitro or alternative methods. New approach methods (NAMs) can contribute to the regulatory knowledge base, increase chemical safety, and modernize chemical hazard and risk assessment. Provided they reach an acceptable level of regulatory relevance and reliability, NAMs may be considered as replacements for specific in vivo studies. The European Partnership for the Assessment of Risks from Chemicals (PARC) addresses challenges to the development and implementation of NAMs in chemical risk assessment. In collaboration with regulatory agencies, Project 5.2.1e (Neurotoxicity) aims to develop and evaluate NAMs for developmental neurotoxicity (DNT) and adult neurotoxicity (ANT) and to understand the applicability domain of specific NAMs for the detection of endocrine disruption and epigenetic perturbation. To speed up assay time and reduce costs, we identify early indicators of later-onset effects. Ultimately, we will assemble second-generation developmental neurotoxicity and first-generation adult neurotoxicity test batteries, both of which aim to provide regulatory hazard and risk assessors and industry stakeholders with robust, speedy, lower-cost, and informative next-generation hazard and risk assessment tools.

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Single and mixture effects of bisphenol A and benzophenone-3 on in vitro T helper cell differentiation
Authors
Fischer Florence, Ermer Miriam Rebecca, Howanski Julia, Yin Ziran, Bauer Mario, Wagner Marita, Fink Beate, Zenclussen Ana C., Schumacher Anne
Journal
Chemico-Biological Interactions
Vol. 395
111011
Keywords
TH17 cell, Regulatory T cell, In vitro differentiation, Endocrine disruptor, Bisphenol A, Benzophenone-3, Chemical mixture
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Immune homeostasis is key to guarantee that the immune system can elicit effector functions against pathogens and at the same time raise tolerance towards other antigens. A disturbance of this delicate balance may underlie or at least trigger pathologies. Endocrine disrupting chemicals (EDCs) are increasingly recognized as risk factors for immune dysregulation. However, the immunotoxic potential of specific EDCs and their mixtures is still poorly understood. Thus, we aimed to investigate the effect of bisphenol A (BPA) and benzophenone-3 (BP-3), alone and in combination, on in vitro differentiation of T helper (TH)17 cells and regulatory T (Treg) cells.
Naïve T cells were isolated from mouse lymphoid tissues and differentiated into the respective TH population in the presence of 0.001–10 μM BP-3 and/or 0.01–100 μM BPA. Cell viability, proliferation and the expression of TH lineage specific transcription factors and cytokines was measured by flow cytometry and CBA/ELISA. Moreover, the transcription of hormone receptors as direct targets of EDCs was quantified by RT-PCR.
We found that the highest BPA concentration adversely affected TH cell viability and proliferation. Moreover, the general differentiation potential of both TH populations was not altered in the presence of both EDCs. However, EDC exposure modulated the emergence of TH17 and Treg cell intermediate states. While BPA and BP-3 promoted the development of TH1-like TH17 cells under TH17-differentiating conditions, TH2-like Treg cells occurred under Treg polarization. Interestingly, differential effects could be observed in mixtures of the two tested compounds compared with the individual compounds. Notably, estrogen receptor β expression was decreased under TH17-differentiating conditions in the presence of BPA and BP-3 as mixture. In conclusion, our study provides solid evidence for both, the immune disruptive potential and the existence of cumulative effects of real nature EDC mixtures on T cell in vitro differentiation.
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Metabolomics in human SGBS cells as new approach method for studying adipogenic effects: Analysis of the effects of DINCH and MINCH on central carbon metabolism
Authors
Goerdeler Cornelius, Engelmann Beatrice, Aldehoff Alix Sarah, Schaffert Alexandra, Blüher Matthias, Heiker John T., Wabitsch Martin, Schubert Kristin, Rolle-Kampczyk Ulrike, von Bergen Martin
Journal
Environmental Research
Vol. 252
118847
Keywords
LOD, MDC, Metabolism-disrupting chemical, PPARA, Peroxisome proliferator-activated receptor alpha, PPARG, Peroxisome proliferator-activated receptor gamma, PPP, TCA, Tricarboxylic acid, TZD, Thiazolidinedione
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Growing evidence suggests that exposure to certain metabolism-disrupting chemicals (MDCs), such as the phthalate plasticizer DEHP, might promote obesity in humans, contributing to the spread of this global health problem. Due to the restriction on the use of phthalates, there has been a shift to safer declared substitutes, including the plasticizer diisononyl-cyclohexane-1,2-dicarboxylate (DINCH). Notwithstanding, recent studies suggest that the primary metabolite monoisononyl-cyclohexane-1,2-dicarboxylic acid ester (MINCH), induces differentiation of human adipocytes and affects enzyme levels of key metabolic pathways. Given the lack of methods for assessing metabolism-disrupting effects of chemicals on adipose tissue, we used metabolomics to analyze human SGSB cells exposed to DINCH or MINCH. Concentration analysis of DINCH and MINCH revealed that uptake of MINCH in preadipocytes was associated with increased lipid accumulation during adipogenesis. Although we also observed intracellular uptake for DINCH, the solubility of DINCH in cell culture medium was limited, hampering the analysis of possible effects in the μM concentration range. Metabolomics revealed that MINCH induces lipid accumulation similar to peroxisome proliferator-activated receptor gamma (PPARG)-agonist rosiglitazone through upregulation of the pyruvate cycle, which was recently identified as a key driver of de novo lipogenesis. Analysis of the metabolome in the presence of the PPARG-inhibitor GW9662 indicated that the effect of MINCH on metabolism was mediated at least partly by a PPARG-independent mechanism. However, all effects of MINCH were only observed at high concentrations of 10 μM, which are three orders of magnitudes higher than the current concentrations of plasticizers in human serum. Overall, the assessment of the effects of DINCH and MINCH on SGBS cells by metabolomics revealed no adipogenic potential at physiologically relevant concentrations. This finding aligns with previous in vivo studies and supports the potential of our method as a New Approach Method (NAM) for the assessment of adipogenic effects of environmental chemicals.

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Estimating the dynamic early life exposure to PFOA and PFOS of the HELIX children: Emerging profiles via prenatal exposure, breastfeeding, and diet
Authors
Ratier Aude, Casas Maribel, Grazuleviciene Regina, Slama Rémy, Haug Line Småstuen, Thomsen Cathrine, Vafeiadi Marina, Wright John, Zeman Florence A, Vrijheid Martine, Brochot Céline
Journal
Environment International
Vol. 186
108621
Keywords
PBPK model, Reverse dosimetry, Longitudinal cohorts, Children, Human biomonitoring
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In utero and children’s exposure to per- and polyfluoroalkyl substances (PFAS) is a major concern in health risk assessment as early life exposures are suspected to induce adverse health effects. Our work aims to estimate children’s exposure (from birth to 12 years old) to PFOA and PFOS, using a Physiologically-Based Pharmacokinetic (PBPK) modelling approach. A model for PFAS was updated to simulate the internal PFAS exposures during the in utero life and childhood, and including individual characteristics and exposure scenarios (e.g., duration of breastfeeding, weight at birth, etc.). Our approach was applied to the HELIX cohort, involving 1,239 mother–child pairs with measured PFOA and PFOS plasma concentrations at two sampling times: maternal and child plasma concentrations (6 to 12 y.o). Our model predicted an increase in plasma concentrations during fetal development and childhood until 2 y.o when the maximum concentrations were reached. Higher plasma concentrations of PFOA than PFOS were predicted until 2 y.o, and then PFOS concentrations gradually became higher than PFOA concentrations. From 2 to 8 y.o, mean concentrations decreased from 3.1 to 1.88 µg/L or ng/mL (PFOA) and from 4.77 to 3.56 µg/L (PFOS). The concentration–time profiles vary with the age and were mostly influenced by in utero exposure (on the first 4 months after birth), breastfeeding (from 5 months to 2 (PFOA) or 5 (PFOS) y.o of the children), and food intake (after 3 (PFOA) or 6 (PFOS) y.o of the children). Similar measured biomarker levels can correspond to large differences in the simulated internal exposures, highlighting the importance to investigate the children’s exposure over the early life to improve exposure classification. Our approach demonstrates the possibility to simulate individual internal exposures using PBPK models when measured biomarkers are scarce, helping risk assessors in gaining insight into internal exposure during critical windows, such as early life.

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Inconsistencies in the EU regulatory risk assessment of PFAS call for readjustment
Authors
Reinikainen Jussi, Bouhoulle Elodie, Sorvari Jaana
Journal
Environment International
Vol. 186
108614
Keywords
PFAS, Risk assessment, Health protection, Contamination, Quality standard, Policy
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Recognition of per- and polyfluoroalkyl substances (PFAS) as widespread environmental pollutants and a consequent risk to human health, has recently made the European Union (EU) adopt several regulatory measures for their management. The coherence of these measures is challenged by the diversity and the ubiquitous occurrence of PFAS, which also complicates the EU’s endeavor to advance justified, harmonized, and transparent approaches in the regulatory assessment of chemical risks. Our study critically reviews the European approach for the risk assessment of PFAS, by applying a comparative analysis of the current and pending regulatory thresholds issued for these chemicals in water bodies, drinking water, and certain foodstuffs. Our study shows that the level of health protection embedded in the studied thresholds may differ by three orders of magnitude, even in similar exposure settings. This is likely to confuse the common understanding of the toxicity and health risks of PFAS and undermine reasonable decision-making and the equal treatment of different stakeholders. Wealso indicate that currently, no consensus exists on the appropriate level of required health protection regarding PFAS and that the recently adopted tolerable intake value in the EU is too cautious. Based on our analysis, we propose some simple solutions on how the studied regulations and their implicit PFAS thresholds or their application could be improved. We further conclude that instead of setting EU-wide PFAS thresholds for all the environmental compartments, providing the member states with the flexibility to consider case-specific factors such as regional background concentrations or food consumption rates, in their national regulatory procedures would likely result in more sustainable management of environmental PFAS without compromising the scientific foundation of risk assessment, the legitimacy of the EU policy framework and public health.

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Exposure to benzotriazoles and benzothiazoles in Czech male population and its associations with biomarkers of liver function, serum lipids and oxidative stress
Authors
Pálešová Nina, Bláhová Lucie, Janoš Tomáš, Řiháčková Katarína, Pindur Aleš, Šebejová Ludmila, Čupr Pavel
Journal
International Archives of Occupational and Environmental Health
Vol. 97
523–536
Keywords
Benzotriazole, Human biomonitoring, Liver Function, Serum lipids, Oxidative stress
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Introduction: Benzotriazoles and benzothiazoles (BTs) are high-production volume chemicals as well as widely distributed
emerging pollutants with potential health risk. However, information about human exposure to BTs and associated health
outcomes is limited.
Objective: We aimed to characterise exposure to BTs among Czech men, including possible occupational exposure among
firefighters, its predictors, and its associations with liver function, serum lipids and oxidative stress.
Methods: 165 participants (including 110 firefighters) provided urine and blood samples that were used to quantify the urinary
levels of 8 BTs (high-performance liquid chromatography-tandem mass spectrometry), and 4 liver enzymes, cholesterol,
low-density lipoprotein, and 8-hydroxy-2’-deoxyguanosine. Linear regression was used to assess associations with population
characteristics and biomarkers of liver function, serum lipids and oxidative stress. Regression models were adjusted for
potential confounding variables and false discovery rate procedure was applied to account for multiplicity.
Results: The BTs ranged from undetected up to 46.8 ng/mL. 2-hydroxy-benzothiazole was the most predominant compound
(detection frequency 83%; median 1.95 ng/mL). 1-methyl-benzotriazole (1M-BTR) was measured in human samples for
the first time, with a detection frequency 77% and median 1.75 ng/mL. Professional firefighters had lower urinary 1M-BTR
compared to non-firefighters. Urinary 1M-BTR was associated with levels of γ-glutamyl transferase (β = − 17.54%; 95%
CI: − 26.127, − 7.962).
Conclusion: This is the first study to investigate BT exposure in Central Europe, including potentially exposed firefighters.
The findings showed a high prevalence of BTs in the study population, the relevance of 1M-BTR as a new biomarker of
exposure, and an urgent need for further research into associated adverse health outcomes.

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AOPWIKI-EXPLORER: An interactive graph-based query engine leveraging large language models
Authors
Kumar Saurav, Deepika Deepika, Slater Karin, Kumar Vikas
Journal
Computational Toxicology
Vol. 30
100308
Keywords
Adverse outcome pathway, Large language model, Graph database, Risk assessment, Artificial intelligence, Data integration, Information retrieval, Information extraction
Date of publication
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Adverse Outcome Pathways (AOPs) provide a basis for non-animal testing, by outlining the cascade of molecular and cellular events initiated upon stressor exposure, leading to adverse effects. In recent years, the scientific community has shown interest in developing AOPs through crowdsourcing, with the results archived in the AOP-Wiki: a centralized repository coordinated by the OECD, hosting nearly 512 AOPs (April, 2023). However, the AOP-Wiki platform currently lacks a versatile querying system, which hinders developers’ exploration of the AOP network and impedes its practical use in risk assessment. This work proposes to unleash the full potential of the AOP-Wiki archive by adapting its data into a Labelled Property Graph (LPG) schema. Additionally, the tool offers a visual network query interface for both database-specific and natural language queries, facilitating the retrieval and analysis of graph data. The multi-query interface allows non-technical users to construct flexible queries, thereby enhancing the potential for AOP exploration. By reducing the time and technical requirements, the present query engine enhances the practical utilization of the valuable data within AOP-Wiki. To evaluate the platform, a case study is presented with three levels of use-case scenarios (simple, moderate, and complex queries). AOPWIKI- EXPLORER is freely available on GitHub (https://github.com/Crispae/AOPWiki_Explorer) for wider community reach and further enhancement.

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Water quality monitoring with the multiplexed assay MitoOxTox for mitochondrial toxicity, oxidative stress response and cytotoxicity in AREc32 cells
Journal
Environmental Science and Technology
Vol. 58
No. 13
5716−5726
Keywords
Mitochondrial membrane potential, Mitochondrial toxicity, Oxidative stress, Environmental monitoring, Mixture, AREc32
Date of publication
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Mitochondria play a key role in energy production of cells, but their function can be disturbed by environmental toxicants. We developed a cell-based mitochondrial toxicity assay for environmental chemicals and their mixtures extracted from water samples. The reporter gene cell line AREc32, which is frequently used to quantify the cytotoxicity and oxidative stress response of water samples, was multiplexed with an endpoint of mitochondrial toxicity. The disruption of the mitochondrial membrane potential (MMP) was quantified by high-content imaging and compared to measured cytotoxicity, predicted baseline toxicity, and activation of oxidative stress response. Mitochondrial complex I inhibitors showed highly specific effects on the MMP with minor effects on cell viability. Uncouplers showed wide distribution of specificity on the MMP often accompanied by specific cytotoxicity (enhanced over baseline toxicity). Mitochondrial toxicity and oxidative stress response were not directly associated. The multiplexed assay was applied to water samples ranging from wastewater treatment plant (WWTP) influent and effluent, surface water, to drinking and bottled water from various European countries. Specific effects on MMP were observed for WWTP influent and effluent. This new MitoOxTox assay is an important complement for existing in vitro test batteries for water quality testing and has potential for application in human biomonitoring.

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Innovative analytical methodologies for characterizing chemical exposure with a view to next-generation risk assessment
Authors
Tkalec Žiga, Antignac Jean-Philippe, Bandow Nicole, Béen Frederic M., Belova Lidia, Bessems Jos, Le Bizec Bruno, Brack Werner, Cano-Sancho German, Chaker Jade, Covaci Adrian, Creusot Nicolas, David Arthur, Debrauwer Laurent, Dervilly Gaud, Duca Radu - Corneliu, Fessard Valerie, Grimalt Joan, Guerin Thierry, Habchi Baninia, Hecht Helge, Hollender Juliane, Jamin Emilien L., Klanova Jana, Kosjek Tina, Krauss Martin, Lamoree Marja, Lavison-Bompard Gwenaelle, Meijer Jeroen, Moeller Ruth, Mol Hans, Mompelat Sophie, Van Nieuwenhuyse An, Oberacher Herbert, Parinet Julien, Van Poucke Christof, Roškar Robert, Togola Anne, Trontelj Jurij, Price Elliott
Journal
Environment International
Vol. 186
108585
Keywords
High-resolution mass spectrometry, Effect-based methods, Sampling strategies, Chemical exposure, Chemical risk assessment , Effect-directed analysis
Date of publication
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The chemical burden on the environment and human population is increasing. Consequently, regulatory risk assessment must keep pace to manage, reduce, and prevent adverse impacts on human and environmental health associated with hazardous chemicals. Surveillance of chemicals of known, emerging, or potential future concern, entering the environment-food-human continuum is needed to document the reality of risks posed by chemicals on ecosystem and human health from a one health perspective, feed into early warning systems and support public policies for exposure mitigation provisions and safe and sustainable by design strategies. The use of less-conventional sampling strategies and integration of full-scan, high-resolution mass spectrometry and effect-directed analysis in environmental and human monitoring programmes have the potential to enhance the screening and identification of a wider range of chemicals of known, emerging or potential future concern. Here, we outline the key needs and recommendations identified within the European Partnership for Assessment of Risks from Chemicals (PARC) project for leveraging these innovative methodologies to support the development of next-generation chemical risk assessment.

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Intuitive toxicology in the 21st century - Bridging the perspectives of the public and risk assessors in Europe
Journal
Risk Analysis
Vol. 44
No. 10
2348-2359
Keywords
Chemical risk assessment, intuitive toxicology, New approach methodologies, next-generation riskassessment, risk perception
Date of publication
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Three decades ago, several articles on the subjectivity in chemical risk judgments (i.e., labeled “intuitive toxicology”) measured the divide between the public and toxicologists with different backgrounds regarding the validity of predicting health effects based on in vivo studies. Similar divides with impacts on societal discourse and chemical risk assessment practices might exist concerning alternative toxicity testing methods (i.e., in vitro and in silico). However, studies to date have focused either on the public's views of in vivo or stem cell testing or on experts’ views of in vivo testing and potential alternatives (i.e., toxicologists and medical students), which do not allow for a direct investigation of potential divides. To fill this knowledge gap, we conducted two online surveys, involving members of the German-speaking public in Switzerland and European human health risk assessors, respectively. This article presents the results of these two surveys regarding the divide in the public's and risk assessors’ perspectives on risk assessment based on in vivo, in vitro, and in silico testing. Particularly, the survey with the risk assessors highlights that, beyond scientific and regulatory barriers, alternatives to in vivo testing may encounter individual hurdles, such as higher uncertainty associated with them. Understanding and addressing these hurdles will be crucial to facilitate the integration of new approach methodologies into chemical risk assessment practices as well as a successful transition toward next-generation risk assessment, bringing us closer to a fit-for-purpose and more efficient regulatory landscape.

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Comprehensive mapping of the AOP-Wiki database: identifying biological and disease gaps
Authors
Jaylet Thomas, Coustillet Thibaut, Smith Nicola M., Viviani Barbara, Lindeman Birgitte, Vergauwen Lucia, Myhre Oddvar, Yarar Nurettin, Gostner Johanna M., Monfort-Lanzas Pablo, Jornod Florence, Holbech Henrik, Coumoul Xavier, Sarigiannis Dimosthenis A., Antczak Philipp, Bal-Price Anna, Fritsche Ellen, Kuchovska Eliska, Stratidakis Antonios, Barouki Robert, Kim Min Ji, Taboureau Olivier, Wojewodzic Marcin, Knapen Dries, Audouze Karine
Journal
Frontiers in Toxicology
Vol. 6
1285768
Keywords
Adverse outcome pathway, AOP network, Immunotoxicity, Neurotoxicity, Nongenotoxic carcinogenesis, Diseases, PARC
Date of publication
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Introduction: The Adverse Outcome Pathway (AOP) concept facilitates rapid hazard assessment for human health risks. AOPs are constantly evolving, their number is growing, and they are referenced in the AOP-Wiki database, which is supported by the OECD. Here, we present a study that aims at identifying well-defined biological areas, as well as gaps within the AOP-Wiki for future research needs. It does not intend to provide a systematic and comprehensive summary of the available literature on AOPs but summarizes and maps biological knowledge and diseases represented by the already developed AOPs (with OECD endorsed status or under validation).

Methods: Knowledge from the AOP-Wiki database were extracted and prepared for analysis using a multi-step procedure. An automatic mapping of the existing information on AOPs (i.e., genes/proteins and diseases) was performed using bioinformatics tools (i.e., overrepresentation analysis using Gene Ontology and DisGeNET), allowing both the classification of AOPs and the development of AOP networks (AOPN).

Results: AOPs related to diseases of the genitourinary system, neoplasms and developmental anomalies are the most frequently investigated on the AOP-Wiki. An evaluation of the three priority cases (i.e., immunotoxicity and non-genotoxic carcinogenesis, endocrine and metabolic disruption, and developmental and adult neurotoxicity) of the EU-funded PARC project (Partnership for the Risk Assessment of Chemicals) are presented. These were used to highlight under- and over-represented adverse outcomes and to identify and prioritize gaps for further research.

Discussion: These results contribute to a more comprehensive understanding of the adverse effects associated with the molecular events in AOPs, and aid in refining risk assessment for stressors and mitigation strategies. Moreover, the FAIRness (i.e., data which meets principles of findability, accessibility, interoperability, and reusability (FAIR)) of the AOPs appears to be an important consideration for further development.

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Revealing the cascade of pesticide effects from gene to community
Authors
Siddique Ayesha, Shahid Naeem, Liess Matthias
Journal
Science of the Total Environment
Vol. 917
170472
Keywords
Adaptation, Neonicotinoids, Genetic diversity, AFLP, G. pulex
Date of publication
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Global pesticide exposure in agriculture leads to biodiversity loss, even at ultra-low concentrations below the legal limits. The mechanisms by which the effects of toxicants act at such low concentrations are still unclear, particularly in relation to their propagation across the different biological levels. In this study, we demonstrate, for the first time, a cascade of effects from the gene to the community level. At the gene level, agricultural pesticide exposure resulted in reduced genetic diversity of field-collected Gammarus pulex, a dominant freshwater crustacean in Europe. Additionally, we identified alleles associated with adaptations to pesticide contamination. At the individual level, this genetic adaptation to pesticides was linked to a lower fecundity, indicating related fitness costs. At the community level, the combined effect of pesticides and competitors caused a decline in the overall number and abundance of pesticides susceptible macroinvertebrate competing with gammarids. The resulting reduction in interspecific competition provided an advantage for pesticide-adapted G. pulex to dominate macroinvertebrate communities in contaminated areas, despite their reduced fitness due to adaptation. These processes demonstrate the complex cascade of effects, and also illustrate the resilience and adaptability of biological systems across organisational levels to meet the challenges of a changing environment. 

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Making food systems more resilient to food safety risks by including artificial intelligence, big data, and internet of things into food safety early warning and emerging risk identification tools
Authors
Mu Wenjuan, Kleter Gijs A., Bouzembrak Yamine, Dupouy Eleonora, Frewer Lynn J., Al Natour Fadi Naser Radwan, Marvin H. J. P.
Journal
Comprehensive Reviews in Food Science and Food Safety
Vol. 23
No. 1
e13296
Keywords
Data sharing, Digital tools, Machine learning, Proactive system, Risk prediction
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To enhance the resilience of food systems to food safety risks, it is vitally important for national authorities and international organizations to be able to identify emerging food safety risks and to provide early warning signals in a timely manner. This review provides an overview of existing and experimental applications of artificial intelligence (AI), big data, and internet of things as part of early warning and emerging risk identification tools and methods in the food safety domain. There is an ongoing rapid development of systems fed by numerous, real-time, and diverse data with the aim of early warning and identification of emerging food safety risks. The suitability of big data and AI to support such systems is illustrated by two cases in which climate change drives the emergence of risks, namely, harmful algal blooms affecting seafood and fungal growth and mycotoxin formation in crops. Automation and machine learning are crucial for the development of future real-time food safety risk early warning systems. Although these developments increase the feasibility and effectiveness of prospective early warning and emerging risk identification tools, their implementation may prove challenging, particularly for low- andmiddle-income countries due to low connectivity and data availability. It is advocated to overcome these challenges by improving the capability and capacity of national authorities, as well as by enhancing their collaboration with the private sectorand international organizations.

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A systems toxicology approach for identification of disruptions in cholesterol homeostasis after aggregated exposure to mixtures of perfluorinated compounds in humans
Journal
Toxicological Sciences
Vol. 198
No. 2
191–209
Keywords
Exposure, PFAS, PBK model, Cholesterol biokinetic model, Systems toxicology
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Per- and polyfluoroalkyl substances (PFAS) are used in various household and industrial products. In humans, positive associations were reported between PFAS, including perfluorsulfonic acid and perfluorooctanoic acid, and cholesterol, a cardiometabolic risk factor. Animal studies show the opposite. Human-centered approaches are needed to better understand the effects of PFAS mixtures on cholesterol. Here, a systems toxicology approach is described, using a gene-centered cholesterol biokinetic model. PFAS exposure-gene expression relations from published data were introduced into the model. An existing PFAS physiologically based kinetic model was augmented with lung and dermal compartments and integrated with the cholesterol model to enable exposure-effect modeling. The final model was populated with data reflecting lifetime mixture exposure from: tolerable weekly intake values; the environment; high occupational exposures (ski waxing, PFAS industry). Results indicate that low level exposures (tolerable weekly intake, environmental) did not change cholesterol. In contrast, occupational exposures clearly resulted in internal PFAS exposure and disruption of cholesterol homeostasis, largely in line with epidemiological observations. Despite model limitations (eg, dynamic range, directionality), changes in cholesterol homeostasis were predicted for ski waxers, hitherto unknown from epidemiological studies. Here, future studies involving lipid metabolism could improve risk assessment.

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Brain-derived neurotrophic factor (BDNF): an effect biomarker of neurodevelopment in human biomonitoring programs
Authors
Rodriguez-Carrillo Andrea, Verheyen Veerle, van Nuijs Alexander, Fernández Mariana F, Remy Sylvie
Journal
Frontiers in Toxicology
Vol. 5
1319788
Keywords
Brain-derived neurotrophic factor, Neurodevelopment, Human biomonitoring, Effect biomarkers, Endocrine disruptors, Neurodevelopmental toxicity
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The present narrative review summarizes recent findings focusing on the role of brain-derived neurotrophic factor (BDNF) as a biomarker of effect for neurodevelopmental alterations during adolescence, based on health effects of exposure to environmental chemical pollutants. To this end, information was gathered from the PubMed database and the results obtained in the European project Human Biomonitoring for Europe (HBM4EU), in which BDNF was measured at two levels of biological organization: total BDNF protein (serum) and BDNF gene DNA methylation (whole blood) levels. The obtained information is organized as follows. First, human biomonitoring, biomarkers of effect and the current state of the art on neurodevelopmental alterations in the population are presented. Second, BDNF secretion and mechanisms of action are briefly explained. Third, previous studies using BDNF as an effect biomarker were consulted in PubMed database and summarized. Finally, the impact of bisphenol A (BPA), metals, and non-persistent pesticide metabolites on BDNF secretion patterns and its mediation role with behavioral outcomes are addressed and discussed. These findings were obtained from three pilot studies conducted in HBM4EU project. Published findings suggested that exposure to some chemical pollutants such as fine particle matter (PM), PFAS, heavy metals, bisphenols, and non-persistent pesticides may alter circulating BDNF levels in healthy population. Therefore, BDNF could be used as a valuable effect biomarker to investigate developmental neurotoxicity of some chemical pollutants.

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Curated mode-of-action data and effect concentrations for chemicals relevant for the aquatic environment
Authors
Kramer Lena, Schulze Tobias , Klüver Nils, Altenburger Rolf, Hackermüller Jörg, Krauss Martin, Busch Wibke
Journal
Scientific Data
Vol. 11
60
Date of publication
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Chemicals in the aquatic environment can be harmful to organisms and ecosystems. Knowledge on efect concentrations as well as on mechanisms and modes of interaction with biological molecules and signaling pathways is necessary to perform chemical risk assessment and identify toxic compounds. To this end, we developed criteria and a pipeline for harvesting and summarizing efect concentrations from the US ECOTOX database for the three aquatic species groups algae, crustaceans, and fsh and researched the modes of action of more than 3,300 environmentally relevant chemicals in literature and databases. We provide a curated dataset ready to be used for risk assessment based on monitoring data and the frst comprehensive collection and categorization of modes of action of environmental chemicals. Authorities, regulators, and scientists can use this data for the grouping of chemicals, the establishment of meaningful assessment groups, and the development of in vitro and in silico approaches for chemical testing and assessment.

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Why adverse outcome pathways need to be FAIR
Authors
Wittwehr Clemens, Clerbaux Laure-Alix, Edwards Stephen, Angrish Michelle, Mortensen Holly, Carusi Annamaria, Gromelski Maciej , Lekka Eftychia, Virvilis Vassilis Virvilis, Martens Marvin, Bonino da Silva Santos Luiz Olavo, Nymark Penny
Journal
ALTEX
Vol. 41
No. 1
50-56
Keywords
Adverse outcome pathways, FAIR data, Machine-actionability, Trust, Visibility
Date of publication
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Adverse outcome pathways (AOPs) provide evidence for demonstrating and assessing causality between measurable toxicological mechanisms and human or environmental adverse effects. AOPs have gained increasing attention over the past decade and are believed to provide the necessary steppingstone for more effective risk assessment of chemicals and materials and moving beyond the need for animal testing. However, as with all types of data and knowledge today, AOPs need to be reusable by machines, i.e., machine-actionable, in order to reach their full impact potential. Machine-actionability is supported by the FAIR principles, which guide findability, accessibility, interoperability, and reusability of data and knowledge. Here, we describe why AOPs need to be FAIR and touch on aspects such as the improved visibility and the increased trust that FAIRification of AOPs provides.

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A comprehensive battery of flow cytometric immunoassays for the in vitro testing of chemical effects in human blood cells
Journal
Frontiers in Immunology
Vol. 14
1327960
Keywords
Immune assays, Human blood, Chemical testing, Activation marker, Immune cells, Immunotox
Date of publication
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Background: There is a growing need for immunological assays to test toxic and modulatory effects of chemicals. The assays should be easy to use, reproducible and superior to cell line-based assays. We have therefore developed a comprehensive portfolio of assays based on primary human blood cells that are suitable for testing chemical effects.

Methods: The flow cytometry-based assays were designed to target a wide range of human peripheral blood mononuclear cells and whole blood, including T cells, NK cells, B cells, basophils and innate-like T cells such as γδT, MAIT and NKT cells. We have selected a set of activation markers for each immune cell, e.g: CD154 (T cells), CD137, CD107a (NK cells), CD63 (basophils), CD69, CD83 (B cells), CD69, IFN-γ (MAIT cells) and we selected cell specific stimuli: aCD3 antibodies (T cells); E. coli and cytokines IL-12/15/18 (MAIT cells); CpG ODN2006, R848 or aCD40 antibodies (B cells), fMLP or aFcϵR1 (basophils) or K562 cells (NK cells).

Results: By selecting immune cell-specific markers and cell-specific stimuli, we were able to induce particular immune responses from the targeted immune cells. For example, the response to stimulation with anti-CD3 antibodies was in 36.8% of CD107a+CD8+ cells. Cytokine stimulation induced the production of IFN-γ in 30% of MAIT cells. After stimulation with E. coli, around 50% of MAIT cells produced TNF. About 40% of basophils responded to aFcƐR1 stimulation. Similar activation ranges were achieved in K562-stimulated NK cells.

Conclusion: Our test portfolio covers the most relevant immune cells present in human blood, providing a solid basis for in vitro toxicity and immunomodulatory testing of chemicals. By using human blood, the natural composition of cells found in the blood can be determined and the effects of chemicals can be detected at the cellular level.

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