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Personalized Mixture Toxicology: Investigation of Interindividual Differences in Reconstructed Chemical Mixtures on Endocrine Disruption
Stockholm University, Faculty of Science, Department of Environmental Science.ORCID iD: 0009-0008-9794-2972
2024 (English)Doctoral thesis, comprehensive summary (Other academic)
Abstract [en]

The human chemical blood exposome reflects a lifetime of exposure to environmental chemicals from different sources, like water, food, air, and consumer products. Many of these compounds are persistent organic pollutants (POPs), including perfluoroalkyl substances (PFAS), polychlorinated biphenyls (PCBs), organochlorine pesticides (OCPs) and polybrominated diphenyl ethers (PBDEs). However, their blood concentrations and relative profiles vary between individuals. Current risk assessments, typically based on studies of single chemicals, do not reflect the actual exposure to complex mixtures and may underestimate the health impacts of environmental contaminants. It is therefore important to study the effects of real-world POP mixtures, particularly for sensitive toxicological endpoints like hormone signaling, which regulates vital processes such as growth, reproduction, and metabolism.

This thesis aims to bridge exposomics and in vitro toxicology through a novel proof-of-principle approach. Mixtures of POPs detected in the blood of different individuals were reconstructed using non-contact acoustic liquid dispensing. These mixtures were tested using optimized in vitro OECD assays, enabling medium- to high-throughput screening to assess effects on cell viability, testosterone and estradiol synthesis, and estrogen receptor activity for insights into endocrine disruptive potential.

The findings demonstrate that the reconstructed personalized mixtures from unique individuals induced various effects, including decreased cell viability and endocrine disruption, at concentrations found in human blood. Notably, these effects were not simply dependent on the total concentration or number of POPs in the mixture. Furthermore, population-based mixtures did not capture the diversity of effects observed in the reconstructed mixtures, underscoring limitations in generalized mixture testing and risk assessments. Testing personalized mixtures, divided into sub-mixtures by chemical class, revealed effects on testosterone synthesis that could explain the bioactivity of some but not all whole mixtures. The results also revealed effects from sub-mixtures not apparent in the whole mixture tests, highlighting the complexity of mixture toxicology, which warrant further studies into underlying mechanisms.

Overall, the results in thesis demonstrate the importance of personalized toxicology in assessing the effects of real-world chemical mixtures. The established approach is adaptable to a range of in vitro models and techniques for studying various endpoints and chemicals. The thesis underscores the need to consider population variability and interactive effects in chemical mixtures within toxicology studies. By supporting the implementation of specific and generic mixture allocation factors, this novel mixture testing strategy can improve risk assessments, protect sensitive subpopulations, and promote comprehensive public health measures.

Place, publisher, year, edition, pages
Stockholm: Department of Environmental Science , 2024. , p. 48
Keywords [en]
Chemical mixtures, Cocktail effects, Endocrine disruptive compounds, Exposome, Estradiol, In Vitro, Interindividual differences, NAMs, Persistent organic pollutants, Testosterone, Toxicology
National Category
Pharmacology and Toxicology
Research subject
Environmental Sciences
Identifiers
URN: urn:nbn:se:su:diva-234885ISBN: 978-91-8107-012-5 (print)ISBN: 978-91-8107-013-2 (electronic)OAI: oai:DiVA.org:su-234885DiVA, id: diva2:1909066
Public defence
2024-12-13, De Geersalen, Geovetenskapens hus, Svante Arrhenius väg 14 and online via Zoom, public link is available at the department website, Stockholm, 13:30 (English)
Opponent
Supervisors
Available from: 2024-11-20 Created: 2024-10-29 Last updated: 2024-11-12Bibliographically approved
List of papers
1. Screening persistent organic pollutants for effects on testosterone and estrogen synthesis at human-relevant concentrations using H295R cells in 96-well plates
Open this publication in new window or tab >>Screening persistent organic pollutants for effects on testosterone and estrogen synthesis at human-relevant concentrations using H295R cells in 96-well plates
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2024 (English)In: Cell Biology and Toxicology, ISSN 0742-2091, E-ISSN 1573-6822, Vol. 40, no 1, article id 69Article in journal (Refereed) Published
Abstract [en]

Many persistent organic pollutants (POPs) are suspected endocrine disruptors and it is important to investigate their effects at low concentrations relevant to human exposure. Here, the OECD test guideline #456 steroidogenesis assay was downscaled to a 96-well microplate format to screen 24 POPs for their effects on viability, and testosterone and estradiol synthesis using the human adrenocortical cell line H295R. The compounds (six polyfluoroalkyl substances, five organochlorine pesticides, ten polychlorinated biphenyls and three polybrominated diphenyl ethers) were tested at human-relevant levels (1 nM to 10 µM). Increased estradiol synthesis, above the OECD guideline threshold of 1.5-fold solvent control, was shown after exposure to 10 µM PCB-156 (153%) and PCB-180 (196%). Interestingly, the base hormone synthesis varied depending on the cell batch. An alternative data analysis using a linear mixed-effects model that include multiple independent experiments and considers batch-dependent variation was therefore applied. This approach revealed small but statistically significant effects on estradiol or testosterone synthesis for 17 compounds. Increased testosterone levels were demonstrated even at 1 nM for PCB-74 (18%), PCB-99 (29%), PCB-118 (16%), PCB-138 (19%), PCB-180 (22%), and PBDE-153 (21%). The MTT assay revealed significant effects on cell viability after exposure to 1 nM of perfluoroundecanoic acid (12%), 3 nM PBDE-153 (9%), and 10 µM of PCB-156 (6%). This shows that some POPs can interfere with endocrine signaling at concentrations found in human blood, highlighting the need for further investigation into the toxicological mechanisms of POPs and their mixtures at low concentrations relevant to human exposure.

Keywords
Steroidogenesis, Endocrine disruption, POPs, H295R, OECD TG#456, Exposome
National Category
Environmental Sciences Occupational Health and Environmental Health
Research subject
Environmental Sciences
Identifiers
urn:nbn:se:su:diva-234549 (URN)10.1007/s10565-024-09902-4 (DOI)001291146000001 ()39136868 (PubMedID)2-s2.0-85201245875 (Scopus ID)
Funder
Swedish Research Council Formas, 2018-02268
Available from: 2024-10-17 Created: 2024-10-17 Last updated: 2024-10-30Bibliographically approved
2. Personalized mixture toxicity testing: A proof-of-principle in vitro study evaluating the steroidogenic effects of reconstructed contaminant mixtures measured in blood of individual adults
Open this publication in new window or tab >>Personalized mixture toxicity testing: A proof-of-principle in vitro study evaluating the steroidogenic effects of reconstructed contaminant mixtures measured in blood of individual adults
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2024 (English)In: Environment International, ISSN 0160-4120, E-ISSN 1873-6750, Vol. 192, article id 108991Article in journal (Refereed) Published
Abstract [en]

Chemical risk assessments typically focus on single substances, often overlooking real-world co-exposures to chemical mixtures. Mixture toxicology studies using representative mixtures can reveal potential chemical interactions, but these do not account for the unique chemical profiles that occur in the blood of diverse individuals. Here we used the H295R steroidogenesis assay to screen personalized mixtures of 24 persistent organic pollutants (POPs) for cytotoxicity and endocrine disruption. Each mixture was reconstructed at a human exposure relevant concentration (1×), as well as at 10- and 100-fold higher concentration (10×, 100×) by acoustic liquid handling based on measured blood concentrations in a Swedish cohort. Among the twelve mixtures tested, nine mixtures decreased the cell viability by 4–18%, primarily at the highest concentration. While the median and maximum mixtures based on the whole study population induced no measurable effects on steroidogenesis at any concentration, the personalized mixture from an individual with the lowest total POPs concentration was the only mixture that affected estradiol synthesis (35% increase at the 100× concentration). Mixtures reconstructed from blood levels of three different individuals stimulated testosterone synthesis at the 1× (11–15%) and 10× concentrations (12–16%), but not at the 100× concentration. This proof-of-principle personalized toxicity study illustrates that population-based representative chemical mixtures may not adequately account for the toxicological risks posed to individuals. It highlights the importance of testing a range of real-world mixtures at relevant concentrations to explore potential interactions and non-monotonic effects. Further toxicological studies of personalized contaminant mixtures could improve chemical risk assessment and advance the understanding of human health, as chemical exposome data become increasingly available.

Keywords
Cocktail effects, Endocrine disruption, Exposome, H295R, Interindividual differences, Mixtures, NAMs, Persistent organic pollutants, Steroidogenesis
National Category
Pharmacology and Toxicology Environmental Sciences
Identifiers
urn:nbn:se:su:diva-234826 (URN)10.1016/j.envint.2024.108991 (DOI)001319990500001 ()39299052 (PubMedID)2-s2.0-85204173695 (Scopus ID)
Funder
Mistra - The Swedish Foundation for Strategic Environmental ResearchSwedish Research Council Formas, 2018-02268
Available from: 2024-10-23 Created: 2024-10-23 Last updated: 2024-10-30Bibliographically approved
3. Mechanistic investigations into the steroidogenic effects of personalized chemical mixtures in H295R cells
Open this publication in new window or tab >>Mechanistic investigations into the steroidogenic effects of personalized chemical mixtures in H295R cells
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(English)Manuscript (preprint) (Other academic)
National Category
Environmental Sciences
Research subject
Environmental Sciences
Identifiers
urn:nbn:se:su:diva-234844 (URN)
Funder
Swedish Research Council Formas, 2018-02268Mistra - The Swedish Foundation for Strategic Environmental Research
Available from: 2024-10-24 Created: 2024-10-24 Last updated: 2024-10-29
4. High-throughput screening of personalized mixtures of persistent organic pollutants for their effect on estrogen receptor activity
Open this publication in new window or tab >>High-throughput screening of personalized mixtures of persistent organic pollutants for their effect on estrogen receptor activity
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(English)Manuscript (preprint) (Other academic)
National Category
Environmental Sciences
Research subject
Environmental Sciences
Identifiers
urn:nbn:se:su:diva-234555 (URN)
Funder
Swedish Research Council Formas, 2018-02268Mistra - The Swedish Foundation for Strategic Environmental Research
Available from: 2024-10-17 Created: 2024-10-17 Last updated: 2024-10-29

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