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血清中多种金属与子痫前期关联的探索性研究。

An exploratory study on the association of multiple metals in serum with preeclampsia.

机构信息

Institute of Maternal, Child and Adolescent Health, School of Public Health, Lanzhou University, Lanzhou, China.

Songshan Lake Central Hospital of Dongguan City, Dongguan, China.

出版信息

Front Public Health. 2024 Mar 5;12:1336188. doi: 10.3389/fpubh.2024.1336188. eCollection 2024.

Abstract

BACKGROUND

Individual metal levels are potential risk factors for the development of preeclampsia (PE). However, understanding of relationship between multiple metals and PE remains elusive.

PURPOSE

The purpose of this study was to explore whether eight metals [zinc (Zn), manganese (Mn), copper (Cu), nickel (Ni), lead (Pb), arsenic (As), cadmium (Cd), and mercury (Hg)] in serum had a certain relationship with PE.

METHODS

A study was conducted in Dongguan, China. The concentrations of metals in maternal serum were assessed using inductively coupled plasma mass spectrometry (ICP-MS). Data on various factors were collected through a face-to-face interview and hospital electronic medical records. The unconditional logistic regression model, principal component analysis (PCA) and Bayesian Kernel Machine Regression (BKMR) were applied in our study.

RESULTS

The logistic regression model revealed that the elevated levels of Cu, Pb, and Hg were associated with an increased risk of PE. According to PCA, principal component 1 (PC1) was predominated by Hg, Pb, Mn, Ni, Cu, and As, and PC1 was associated with an increased risk of PE, while PC2 was predominated by Cd and Zn. The results of BKMR indicated a significant positive cumulative effect of serum metals on PE risk, with Ni and Cu exhibiting a significant positive effect. Moreover, BKMR results also revealed the nonlinear effects of Ni and Cd.

CONCLUSION

The investigation suggests a potential positive cumulative impact of serum metals on the occurrence of PE, with a particular emphasis on Cu as a potential risk factor for the onset and exacerbation of PE. These findings offer valuable insights for guiding future studies on this concern.

摘要

背景

个体金属水平可能是子痫前期(PE)发展的潜在危险因素。然而,对于多种金属与 PE 之间的关系,人们仍知之甚少。

目的

本研究旨在探讨血清中的 8 种金属(锌、锰、铜、镍、铅、砷、镉和汞)是否与 PE 存在一定关系。

方法

本研究在中国东莞进行。采用电感耦合等离子体质谱法(ICP-MS)检测母体血清中金属的浓度。通过面对面访谈和医院电子病历收集各种因素的数据。本研究采用非条件逻辑回归模型、主成分分析(PCA)和贝叶斯核机器回归(BKMR)。

结果

逻辑回归模型显示,Cu、Pb 和 Hg 水平升高与 PE 风险增加相关。根据 PCA,主成分 1(PC1)主要由 Hg、Pb、Mn、Ni、Cu 和 As 组成,与 PE 风险增加相关,而 PC2 主要由 Cd 和 Zn 组成。BKMR 的结果表明,血清金属对 PE 风险有显著的正累积效应,Ni 和 Cu 表现出显著的正效应。此外,BKMR 的结果还揭示了 Ni 和 Cd 的非线性效应。

结论

本研究提示血清金属对 PE 发生的潜在正累积影响,特别关注 Cu 作为 PE 发病和加重的潜在危险因素。这些发现为指导未来关于这一问题的研究提供了有价值的信息。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/79a0/10948457/e706c84b3308/fpubh-12-1336188-g001.jpg

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