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尿中对羟基苯甲酸酯浓度与围孕期尿液代谢组的关联:早孕期研究中参与者的非靶向和靶向代谢组学分析。

Urinary Paraben Concentrations and Associations with the Periconceptional Urinary Metabolome: Untargeted and Targeted Metabolomics Analyses of Participants from the Early Pregnancy Study.

机构信息

Environmental Health Sciences, Yale School of Public Health, New Haven, Connecticut, USA.

Strathclyde Institute of Pharmacy and Biomedical Sciences, University of Strathclyde, Glasgow, UK.

出版信息

Environ Health Perspect. 2023 Sep;131(9):97006. doi: 10.1289/EHP12125. Epub 2023 Sep 13.

Abstract

BACKGROUND

Parabens, found in everyday items from personal care products to foods, are chemicals with endocrine-disrupting activity, which has been shown to influence reproductive function.

OBJECTIVES

This study investigated whether urinary concentrations of methylparaben, propylparaben, or butylparaben were associated with the urinary metabolome during the periconceptional period, a critical window for female reproductive function. Changes to the periconceptional urinary metabolome could provide insights into the mechanisms by which parabens could impact fertility.

METHODS

Urinary paraben concentrations were measured in paired pre- and postconception urine samples from 42 participants in the Early Pregnancy Study, a prospective cohort of 221 women attempting to conceive. We performed untargeted and targeted metabolomics analyses using ultrahigh-performance liquid chromatography quadrupole time-of-flight mass spectrometry. We used principal component analysis, orthogonal partial least-squares discriminant analysis, and permutation testing, coupled with univariate statistical analyses, to find metabolites associated with paraben concentration at the two time points. Potential confounders were identified with a directed acyclic graph and used to adjust results with multivariable linear regression. Metabolites were identified using fragmentation data.

RESULTS

Seven metabolites were associated with paraben concentration (variable importance to projection score , false discovery rate-corrected ). We identified four diet-related metabolites to the Metabolomics Standards Initiative (MSI) certainty of identification level 2, including metabolites from smoke flavoring, grapes, and olive oil. One metabolite was identified to the class level only (MSI level 3). Two metabolites were unidentified (MSI level 4). After adjustment, three metabolites remained associated with methylparaben and propylparaben, two of which were diet-related. No metabolomic markers of endocrine disruption were associated with paraben concentrations.

DISCUSSION

This study identified novel relationships between urinary paraben concentrations and diet-related metabolites but not with metabolites on endocrine-disrupting pathways, as hypothesized. It demonstrates the feasibility of integrating untargeted metabolomics data with environmental exposure information and epidemiological adjustment for confounders. The findings underscore a potentially important connection between diet and paraben exposure, with applications to nutritional epidemiology and dietary exposure assessment. https://doi.org/10.1289/EHP12125.

摘要

背景

防腐剂存在于从个人护理产品到食品等日常用品中,是具有内分泌干扰活性的化学物质,已被证明会影响生殖功能。

目的

本研究调查了在受孕前期间(女性生殖功能的关键窗口期),尿液中甲基对羟基苯甲酸酯、丙基对羟基苯甲酸酯或丁基对羟基苯甲酸酯的浓度是否与尿液代谢组学有关。受孕前尿液代谢组学的变化可以提供有关防腐剂如何影响生育能力的机制的见解。

方法

在早期妊娠研究中,对 42 名参与者的受孕前和受孕后尿液样本进行了配对,这是一项对 221 名试图怀孕的女性进行的前瞻性队列研究。我们使用超高效液相色谱-四极杆飞行时间质谱进行了非靶向和靶向代谢组学分析。我们使用主成分分析、正交偏最小二乘判别分析和置换检验,结合单变量统计分析,找到了与两个时间点的防腐剂浓度相关的代谢物。通过有向无环图确定潜在的混杂因素,并使用多变量线性回归进行调整。使用碎片数据鉴定代谢物。

结果

有 7 种代谢物与防腐剂浓度相关(投影重要性得分,错误发现率校正)。我们确定了 4 种与代谢组学标准倡议(MSI)确证水平 2 相关的饮食相关代谢物,包括来自烟味、葡萄和橄榄油的代谢物。一种代谢物仅被确定为类别水平(MSI 水平 3)。两种代谢物未被识别(MSI 水平 4)。调整后,有 3 种代谢物与甲基对羟基苯甲酸酯和丙基对羟基苯甲酸酯仍相关,其中两种与饮食有关。没有与防腐剂浓度相关的内分泌干扰代谢物生物标志物。

讨论

本研究鉴定了尿液中对羟基苯甲酸酯浓度与饮食相关代谢物之间的新关系,但与假设的内分泌干扰途径的代谢物无关。它展示了将非靶向代谢组学数据与环境暴露信息和流行病学调整混杂因素相结合的可行性。研究结果强调了饮食和对羟基苯甲酸酯暴露之间可能存在重要联系,这对营养流行病学和饮食暴露评估具有应用价值。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1809/10498870/87d528b4672a/ehp12125_f1.jpg

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