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

Yujia Zhao, Jeroen Meijer, Douglas I Walker, Juni Kim, Lützen Portengen, Dean P Jones, Fatemeh Saberi Hosnijeh, Jelle Vlaanderen, Roel Vermeulen

Research output: Contribution to journalArticleAcademicpeer-review

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.

Original languageEnglish
Pages (from-to)258-268
Number of pages11
JournalEnvironmental Science & Technology
Volume58
Issue number1
Early online date27 Dec 2023
DOIs
Publication statusPublished - 9 Jan 2024

Keywords

  • biological pathways
  • chemical-wide association study
  • dioxin(-like) exposures
  • exposome
  • metabolome-wide association study
  • occupational population

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