Department of Environmental Medicine and Public Health, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
Department of Environmental Medicine and Public Health, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Barnard College, New York, NY, USA.
Environ Res. 2023 May 1;224:115490. doi: 10.1016/j.envres.2023.115490. Epub 2023 Feb 23.
Exposure to organophosphate (OP) pesticides during pregnancy has been linked to deficiencies of neurobehavioral development in childhood; however, the molecular mechanisms underlying this association remain elusive. The placenta plays a crucial role in protecting the fetus from environmental insults and safeguarding proper fetal development including neurodevelopment. The aim of our study is to evaluate changes in the placental transcriptome associated with prenatal OP exposure.
Pregnant farm workers from two agricultural districts in northern Thailand were recruited for the Study of Asian Women and Offspring's Development and Environmental Exposures (SAWASDEE) from 2017 to 2019. For 254 participants, we measured maternal urinary concentrations of six nonspecific dialkyl phosphates (DAP) metabolites in early, middle, and late pregnancy. In parallel, we profiled the term placental transcriptome from the same participants using RNA-Sequencing and performed Weighted Gene co-expression Network Analysis (WGCNA). Generalized linear regression modeling was used to examine associations of urinary OP metabolites and placental co-expression module eigenvalues.
We identified 21 gene co-expression modules in the placenta. From the six DAP metabolites assayed, diethylphosphate (DEP) and diethylthiophosphate (DETP) were detected in more than 70% of the urine samples. Significant associations between DEP at multiple time points and two specific placental gene modules were observed. The 'black' module, enriched in genes involved in epithelial-to-mesenchymal transition (EMT) and hypoxia, was negatively associated with DEP in early (p = 0.034), and late pregnancies (p = 0.016). The 'lightgreen' module, enriched in genes involved in myogenesis and EMT, was negatively associated with DEP in late pregnancy (p = 0.010). We observed 2 hub genes (CELSR1 and PYCR1) of the 'black' module to be negatively associated with DEP in early and late pregnancies.
Our results suggest that prenatal OP exposure may disrupt placental gene networks in a time-dependent manner. Such transcriptomic effects may lead to down-stream changes in placental function that ultimately affect the developing fetus.
孕期接触有机磷(OP)农药与儿童神经行为发育缺陷有关;然而,这种关联的分子机制仍不清楚。胎盘在保护胎儿免受环境伤害和保障胎儿正常发育(包括神经发育)方面起着至关重要的作用。我们的研究目的是评估与产前 OP 暴露相关的胎盘转录组变化。
我们从 2017 年到 2019 年在泰国北部两个农业区招募了怀孕的农场工人参加亚洲妇女和后代的发展与环境暴露研究(SAWASDEE)。对于 254 名参与者,我们在妊娠早期、中期和晚期测量了其尿液中六种非特异性二烷基磷酸酯(DAP)代谢物的浓度。同时,我们使用 RNA 测序平行分析了同一参与者的足月胎盘转录组,并进行了加权基因共表达网络分析(WGCNA)。广义线性回归模型用于研究尿 OP 代谢物与胎盘共表达模块特征值之间的关联。
我们在胎盘中共鉴定出 21 个基因共表达模块。在所测定的六种 DAP 代谢物中,二乙基磷酸酯(DEP)和二乙基硫代磷酸酯(DETP)在超过 70%的尿液样本中被检测到。DET 在多个时间点与两个特定的胎盘基因模块之间存在显著关联。富含上皮-间充质转化(EMT)和缺氧相关基因的“黑色”模块与妊娠早期(p=0.034)和晚期(p=0.016)的 DEP 呈负相关。富含肌生成和 EMT 相关基因的“浅绿色”模块与妊娠晚期的 DEP 呈负相关(p=0.010)。我们观察到“黑色”模块的 2 个枢纽基因(CELSR1 和 PYCR1)与妊娠早期和晚期的 DEP 呈负相关。
我们的结果表明,产前 OP 暴露可能以时间依赖的方式破坏胎盘基因网络。这种转录组效应可能导致胎盘功能的下游变化,最终影响发育中的胎儿。