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Phenol and Phthalate Effects on Thyroid Hormone Levels during Pregnancy: Relying on In Vitro Assays and Adverse Outcome Pathways to Inform an Epidemiological Analysis

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Abstract Background: Studies characterizing associations between phenols, phthalates and thyroid hormones during pregnancy produce inconsistent results. This divergence may be partly attributable to false positives due to multiple comparison testing of large numbers of chemicals, and measurement error as studies rely on small numbers of biospecimens despite high intra-individual variability in urinary chemical metabolite concentrations. Objectives: This study employs a priori chemical filtering and expanded urinary biomonitoring to evaluate associations between phenol/phthalate exposures and serum thyroid hormones assessed during pregnancy. Methods: A two-tiered approach was implemented: a) In vitro high-throughput screening results from the ToxCast/Tox21 database, as informed by a thyroid Adverse Outcome Pathway network, were evaluated to select phenols/phthalates with activity on known and putative molecular initiating events in the thyroid pathway; and b) Adjusted linear regressions were used to study associations between filtered compounds and serum thyroid hormones measured in 437 pregnant women recruited in Grenoble area (France) between 2014 and 2017. Phenol/phthalate metabolites were measured in repeated spot urine sample pools (median: 21 samples/women). Results: The ToxCast/Tox21 screening reduced the chemical set from 16 to 13 and the associated number of statistical comparisons by 19%. Parabens were negatively associated with free triiodothyronine (T3) and the T3/T4 (total thyroxine) ratio. Monobenzyl phthalate was positively associated with total T4 and negatively with the T3/T4 ratio. Effect modification by iodine status was detected for several compounds (among them Σ¿DEHP and mono-n-butyl phthalate) that were associated with some hormones among women with normal iodine levels. Conclusion: For these chemicals, screening for compounds with an increased likelihood for thyroid-related effects and relying on repeated urine samples to assess exposures improved the overall performance of multichemical analyses of thyroid disruption. This approach may improve future evaluations of human data for the thyroid pathway with implication for fetal health and may serve as a model for evaluating other toxicity outcomes.

Impact/Purpose

Studies often rely on a limited number of urine specimens to assess chemical exposures, which is unlikely to be sufficient to reflect exposure over the whole pregnancy. This can lead to classical measurement error and effect estimates biased toward the null (de Klerk et al., 1989; Perrier et al., 2016). Finally, due to the high number of hypotheses tested (several thyroid hormones and exposures assessed, sometimes at repeated time points) family-wise error rate (FWER; probability of making one or more false discoveries) is likely to be elevated in these studies (Agier et al., 2016), which may also explain result discrepancies across studies. To address these challenges, this study employs a two-tiered approach. The thyroid activity adverse outcome pathway (AOP) network (Noyes et al. 2019) and results from in vitro higher-throughput screening (HTS) assays from the Toxcast/Tox21 database were evaluated to select phenols and phthalates affecting molecular initiating events (MIEs) relevant to thyroid hormone signaling. We then studied associations between this restricted set of compounds and thyroid hormone concentrations in maternal blood of a pregnancy cohort. Compared to a purely agnostic approach, our hypothesis driven approach focused on compounds with a higher a priori likelihood for effects on thyroid hormone homeostasis and reduced the number of statistical tests to be performed to mitigate the probability for false findings.

Citation

Nakiwala, D., Pamela Noyes, P. Faure, B. Chovelon, C. Corne, A. Gauchez, D. Guergour, S. Lyon-Caen, A. Sakhi, A. Sabaredzovic, C. Thomsen, I. Pin, R. Slama, AND C. Philippat. Phenol and Phthalate Effects on Thyroid Hormone Levels during Pregnancy: Relying on In Vitro Assays and Adverse Outcome Pathways to Inform an Epidemiological Analysis. National Institute of Environmental Health Sciences (NIEHS), Research Triangle Park, NC, 130(11):117004, (2022). [DOI: 10.1289/EHP10239]

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  • https://ehp.niehs.nih.gov/doi/10.1289/EHP10239
DOI: Phenol and Phthalate Effects on Thyroid Hormone Levels during Pregnancy: Relying on In Vitro Assays and Adverse Outcome Pathways to Inform an Epidemiological Analysis
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Last updated on January 30, 2025
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