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母亲金属暴露、代谢物与新生儿出生结局的关联:一项前瞻性队列研究。

Association of maternal metals exposure, metabolites and birth outcomes in newborns: A prospective cohort study.

机构信息

Department of Reproductive Medicine, Women's Hospital of Nanjing Medical University, Nanjing Maternity and Child Health Care Hospital, Nanjing, China; State Key Laboratory of Reproductive Medicine, School of Public Health, Nanjing Medical University, Nanjing, China; Key Laboratory of Modern Toxicology of Ministry of Education, School of Public Health, Nanjing Medical University, Nanjing, China.

State Key Laboratory of Reproductive Medicine, School of Public Health, Nanjing Medical University, Nanjing, China; Key Laboratory of Modern Toxicology of Ministry of Education, School of Public Health, Nanjing Medical University, Nanjing, China.

出版信息

Environ Int. 2023 Sep;179:108183. doi: 10.1016/j.envint.2023.108183. Epub 2023 Sep 3.

Abstract

BACKGROUND

Maternal exposure to metals may pose a risk to the health of newborns, however, the underlying mechanisms remain ambiguous. Herein, we aimed to investigate the influence of metals exposure on birth outcomes and reveal the importance of metabolites in the exposure-outcomes association by using metabolomics methods.

METHODS

In our study, 292 mother-pairs were included who were recruited from the affiliated hospitals of Nanjing Medical University between 2006 and 2011. We measured fifteen metals (mercury, lead, vanadium, arsenic, zinc, cadmium, rubidium, copper, cobalt, iron, molybdenum, strontium, thallium, magnesium and calcium) and metabolites in maternal second trimester serums by using inductively coupled plasma mass spectrometry and ultra-high performance liquid chromatography high resolution accurate mass spectrometry, respectively. A multi-step statistical analysis strategy including exposome-wide association study (ExWAS) model, variable selection models and multiple-exposure models were performed to systematically appraise the associations of individual and mixed metals exposure with birth outcomes. Furthermore, differential metabolites that associated with metals exposure and birth outcomes were identified using linear regression models.

RESULTS

Metal's levels in maternal serums ranged from 0.05 μg/L to 1864.76 μg/L. In the ExWAS model, maternal exposure to arsenic was negatively associated with birth weight (β = 188.83; 95% CI: -368.27, -9.39), while maternal mercury exposure showed a positive association (β = 533.65; 95%CI: 179.40, 887.90) with birth weight. Moreover, each unit increase in mercury (1 ng/mL-log transformed) was associated with a 1.82 week-increase (95%CI: 0.85, 2.79) in gestational age. These findings were subsequently validated by variable selection models and multiple exposure models. Metabolomic analysis further revealed the significant role of 3-methyladenine in the relationship between arsenic exposure and birth weight.

CONCLUSION

This study provides new epidemiological evidence indicating the associations of metals exposure and neonatal birth outcomes, and emphasizes the potential role of metabolite biomarkers and their importance in monitoring adverse birth outcomes.

摘要

背景

母体暴露于金属可能对新生儿的健康构成风险,但潜在机制尚不清楚。在此,我们旨在通过代谢组学方法研究金属暴露对出生结局的影响,并揭示代谢物在暴露-结局关联中的重要性。

方法

在我们的研究中,纳入了 292 对母婴,她们于 2006 年至 2011 年在南京医科大学附属医院招募。我们分别使用电感耦合等离子体质谱和超高效液相色谱高分辨精确质量谱法测量了母体妊娠中期血清中的 15 种金属(汞、铅、钒、砷、锌、镉、铷、铜、钴、铁、钼、锶、铊、镁和钙)和代谢物。采用包括暴露组关联研究(ExWAS)模型、变量选择模型和多暴露模型在内的多步骤统计分析策略,系统评估个体和混合金属暴露与出生结局的关联。此外,还使用线性回归模型鉴定与金属暴露和出生结局相关的差异代谢物。

结果

母体血清中金属水平范围为 0.05μg/L 至 1864.76μg/L。在 ExWAS 模型中,母体砷暴露与出生体重呈负相关(β=-368.27,-9.39),而母体汞暴露与出生体重呈正相关(β=533.65,95%CI:179.40,887.90)。此外,汞每增加一个单位(1ng/mL-对数转换)与胎龄增加 1.82 周(95%CI:0.85,2.79)相关。这些发现随后通过变量选择模型和多暴露模型得到验证。代谢组学分析进一步揭示了 3-甲基腺嘌呤在砷暴露与出生体重之间关系中的重要作用。

结论

本研究提供了新的流行病学证据,表明金属暴露与新生儿出生结局之间存在关联,并强调代谢物生物标志物的潜在作用及其在监测不良出生结局方面的重要性。

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