# Accumulation of Mixed Heavy Metals in Maternal Hair and Risk of Pre-Eclampsia: A Prospective Nested Case–Control Study

**Authors:** Thi Ha Luu, Gege Ma, Ming Jin, Xiaojing Liu, Mengyuan Ren, Suhong Gao, Jiamei Wang, Rongwei Ye, Xiaohong Liu, Nan Li

PMC · DOI: 10.3390/toxics13070575 · 2025-07-08

## TL;DR

This study found that high levels of certain heavy metals in maternal hair are linked to an increased risk of pre-eclampsia during pregnancy.

## Contribution

The study reveals the combined effect of multiple heavy metals on pre-eclampsia risk, highlighting lead, arsenic, and iron as key contributors.

## Key findings

- High hair lead levels were associated with a 2.53-fold increased risk of pre-eclampsia.
- The WQS model showed a significant link between co-exposure to all eight heavy metals and pre-eclampsia risk.
- Pb, As, and Fe were identified as the most significant contributors to the risk of pre-eclampsia.

## Abstract

Heavy metals (lead [Pb], cadmium [Cd], arsenic [As], mercury [Hg], manganese [Mn], copper [Cu], zinc [Zn], and iron [Fe]) might be risk factors for pre-eclampsia (PE), whereas their joint effect remains unclear. To address this issue, we conducted a nested case–control study consisting of 49 PE cases and 329 controls from a Chinese prospective birth cohort and divided the participants into low/high and quartile groups based on hair metal concentrations. We used logistic regression models and a weighted quantile sum (WQS) model to investigate the independent and mixed associations between these eight heavy metals in maternal hair and the risk of PE. After multivariable adjustment, high hair Pb was associated with a 2.53-fold increased risk of PE, and significantly higher risks of PE were also observed in quartiles 2 to 4 of Pb and quartiles 3 to 4 of Fe. The WQS model revealed a statistically significant association between maternal co-exposure to all eight heavy metals and the risk of PE, with Pb, As, and Fe presenting the biggest risk. Therefore, high maternal exposure to heavy metals may increase the risk of PE. It is crucial to consider co-exposure to multiple heavy metals throughout pregnancy in future research endeavors.

## Linked entities

- **Chemicals:** lead (PubChem CID 5352425), cadmium (PubChem CID 23973), arsenic (PubChem CID 5359596), mercury (PubChem CID 23931), manganese (PubChem CID 23930), copper (PubChem CID 23978), zinc (PubChem CID 23994), iron (PubChem CID 23925)
- **Diseases:** pre-eclampsia (MONDO:0005081)

## Full-text entities

- **Diseases:** PE (MESH:D011225)
- **Chemicals:** metal (MESH:D008670), Cu (MESH:D003300), Cd (MESH:D002104), Heavy Metals (MESH:D019216), Hg (MESH:D008628), Mn (MESH:D008345), Zn (MESH:D015032), Pb (MESH:D007854), Fe (MESH:D007501), As (MESH:D001151)

## Figures

3 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12301041/full.md

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Source: https://tomesphere.com/paper/PMC12301041