Dioxin(-like)-Related Biological Effects through Integrated Chemical-wide and Metabolome-wide Analyses

Publication date

2024-01-09

Authors

Zhao, YujiaISNI 0000000512671247
Meijer, JeroenISNI 0000000492249830
Walker, Douglas I
Kim, Juni
Portengen, LORCID 0000-0003-1537-1843ISNI 0000000393055002
Jones, Dean P
Saberi Hosnijeh, F.ISNI 0000000492919945
Vlaanderen, JelleISNI 000000039175570X
Vermeulen, RoelORCID 0000-0003-4082-8163ISNI 0000000396780074

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Document Type

Article
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cc_by

Abstract

Dioxin(-like) exposures are linked to adverse health effects, including cancer. However, metabolic alterations induced by these chemicals remain largely unknown. Beyond known dioxin(-like) compounds, we leveraged a chemical-wide approach to assess chlorinated co-exposures and parent compound products [termed dioxin(-like)-related compounds] among 137 occupational workers. Endogenous metabolites were profiled by untargeted metabolomics, namely, reversed-phase chromatography with negative electrospray ionization (C18-negative) and hydrophilic interaction liquid chromatography with positive electrospray ionization (HILIC-positive). We performed a metabolome-wide association study to select dioxin(-like) associated metabolic features using a 20% false discovery rate threshold. Metabolic features were then characterized by pathway enrichment analyses. There are no significant features associated with polychlorinated dibenzo- p-dioxins (PCDDs), a subgroup of known dioxin(-like) compounds. However, 3,110 C18-negative and 2,894 HILIC-positive features were associated with at least one of the PCDD-related compounds. Abundant metabolic changes were also observed for polychlorinated dibenzofuran-related and polychlorinated biphenyl-related compounds. These metabolic features were primarily enriched in pathways of amino acids, lipid and fatty acids, carbohydrates, cofactors, and nucleotides. Our study highlights the potential of chemical-wide analysis for comprehensive exposure assessment beyond targeted chemicals. Coupled with advanced endogenous metabolomics, this approach allows for an in-depth exploration of metabolic alterations induced by environmental chemicals.

Keywords

biological pathways, chemical-wide association study, dioxin(-like) exposures, exposome, metabolome-wide association study, occupational population, SDG 3 - Good Health and Well-being

Citation

Zhao, Y, Meijer, J, Walker, D I, Kim, J, Portengen, L, Jones, D P, Saberi Hosnijeh, F, Vlaanderen, J & Vermeulen, R 2024, 'Dioxin(-like)-Related Biological Effects through Integrated Chemical-wide and Metabolome-wide Analyses', Environmental Science & Technology, vol. 58, no. 1, pp. 258-268. https://doi.org/10.1021/acs.est.3c07588