Association between prenatal exposure to per- and polyfluoroalkyl substances and blood pressure among preschool-aged children: The moderating effect of child-age and the mediating effect of inflammatory cytokine

Our aim is to evaluate the association of prenatal exposure to per- and polyfluoroalkyl substances (PFAS) with offspring blood pressure (BP); examine the moderating effect of children's age; and the mediating effects of inflammatory cytokines. Data of 215 mother-child pairs were collected from the Guangxi Zhuang birth cohort. Levels of nine PFAS were measured during pregnancy, and offspring BP was assessed during follow-up. The associations of PFAS exposure with BP among preschool-aged children were estimated using the generalized linear model (GLM), quantile g calculation (qgcomp), and the Bayesian kernel machine regression (BKMR) model. A machine learning model based on the random forest model, the simple slope method and the JohnsonNeyman technique were used to examine interactions. A simple mediation model was used to explore the mediating effects of inflammatory cytokines on these associations.After adjusting for covariates, prenatal exposure to perfluorooctanesulfonic acid (PFOS) was positively associated with diastolic pressure (DBP) but negatively associated with pulse pressure (PP) and the pulse pressure index (PPI). A nonlinear association was found between perfluorodecanoic acid (PFDA) and DBP, PPI, and mean arterial pressure (MAP). There was an interaction between children's age and perfluoroundecanoic acid (PFUnA) exposure on PPI; there was also an interaction between children's age and high PFDA levels (≥0.631 ng/mL) on PP and PPI. However, there interactions were only significant among children in a certain age range. Additionally, serum levels of IL-6 and TNF-α explained 13.2 % and 16.7 % of the variance in the association between PFOS exposure and offspring DBP, respectively. Our study suggested prenatal exposure to PFOS and PFDA was associated with offspring BP, and these associations were moderated by children's age. IL-6 and TNF-α levels in cord serum can mediate the association between PFOS and DBP in preschool-aged children. Further research is needed to elucidate the mechanism underlying these effects.

Authors

Institutions

Publication Details

Journal
Ecotoxicology and Environmental Safety
Published
2025-07-05
DOI
https://doi.org/10.1016/j.ecoenv.2025.118615
Citations
1
Primary Topic
Per- and polyfluoroalkyl substances research
Type
article
Field-Weighted Citation Impact
0.86

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Association between prenatal exposure to per- and polyfluoroalkyl substances and blood pressure among preschool-aged children: The moderating effect of child-age and the mediating effect of inflammatory cytokine

Jinghua Long, Huishen Huang, Xiaoqiang Qiu, Jianxuan Wen et al.
1 citations
Ecotoxicology and Environmental Safety
Per- and polyfluoroalkyl substances research
0.86
article

Association between prenatal exposure to per- and polyfluoroalkyl substances and blood pressure among preschool-aged children: The moderating effect of child-age and the mediating effect of inflammatory cytokine

Jinghua Long, Huishen Huang, Xiaoqiang Qiu, Jianxuan Wen, Qian-Hua Liao, Jun Liang, Yonghong Sheng, Peng Tang, Liang Xue, Lingling Ou, Li Han
article en
1 citations

Abstract

Our aim is to evaluate the association of prenatal exposure to per- and polyfluoroalkyl substances (PFAS) with offspring blood pressure (BP); examine the moderating effect of children's age; and the mediating effects of inflammatory cytokines. Data of 215 mother-child pairs were collected from the Guangxi Zhuang birth cohort. Levels of nine PFAS were measured during pregnancy, and offspring BP was assessed during follow-up. The associations of PFAS exposure with BP among preschool-aged children were estimated using the generalized linear model (GLM), quantile g calculation (qgcomp), and the Bayesian kernel machine regression (BKMR) model. A machine learning model based on the random forest model, the simple slope method and the JohnsonNeyman technique were used to examine interactions. A simple mediation model was used to explore the mediating effects of inflammatory cytokines on these associations.After adjusting for covariates, prenatal exposure to perfluorooctanesulfonic acid (PFOS) was positively associated with diastolic pressure (DBP) but negatively associated with pulse pressure (PP) and the pulse pressure index (PPI). A nonlinear association was found between perfluorodecanoic acid (PFDA) and DBP, PPI, and mean arterial pressure (MAP). There was an interaction between children's age and perfluoroundecanoic acid (PFUnA) exposure on PPI; there was also an interaction between children's age and high PFDA levels (≥0.631 ng/mL) on PP and PPI. However, there interactions were only significant among children in a certain age range. Additionally, serum levels of IL-6 and TNF-α explained 13.2 % and 16.7 % of the variance in the association between PFOS exposure and offspring DBP, respectively. Our study suggested prenatal exposure to PFOS and PFDA was associated with offspring BP, and these associations were moderated by children's age. IL-6 and TNF-α levels in cord serum can mediate the association between PFOS and DBP in preschool-aged children. Further research is needed to elucidate the mechanism underlying these effects.

Ecotoxicology and Environmental SafetyVol. 302
Guangxi Medical University (CN), Peking University (CN), First Affiliated Hospital of GuangXi Medical University (CN)
Natural Science Foundation of Guangxi Province, Guangxi Medical University, Youth Science Foundation of Guangxi Medical University, Science Fund for Distinguished Young Scholars of Guangxi Province
Good health and well-being
Openalex Percentile: Top 26%
Per- and polyfluoroalkyl substances research
0.86
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.