Department of Environmental Health, Rollins School of Public Health, Emory University, Atlanta, Georgia, USA
Department of Biological Sciences, Dartmouth College, Hanover, New Hampshire, USA
Environ Health Perspect. 2018 Jan 22;126(1):017010. doi: 10.1289/EHP2192.
Cadmium (Cd) is a ubiquitous environmental toxicant that can accumulate in the placenta during pregnancy, where it may impair placental function and affect fetal development.
We aimed to investigate Cd-associated variations in placental DNA methylation (DNAM) and associations with gene expression; we also aimed to identify novel pathways involved in Cd-associated reproductive toxicity.
Using placental DNAM and Cd concentrations in the New Hampshire Birth Cohort Study (NHBCS, =343) and the Rhode Island Child Health Study (RICHS, =141), we performed an epigenome-wide association study (EWAS) between Cd and DNAM, adjusting for tissue heterogeneity using a reference-free method. Cohort-specific results were aggregated via inverse variance weighted fixed effects meta-analysis, and variably methylated CpGs were associated with gene expression. We then performed functional enrichment analysis and tests for associations between gene expression and birth size metrics.
We identified 17 Cd-associated differentially methylated CpG sites with meta-analysis -values<1×10, two of which were within a 5% false discovery rate (FDR). DNAM levels at 9 of the 17 loci were associated with increased expression of 6 genes (5% FDR): , , , , , and . Higher placental expression of and and lower expression of were associated with lower birth weight -scores (-values<0.05).
Cd-associated differential DNAM and corresponding DNAM-expression associations were observed at loci involved in inflammatory signaling and cell growth. The expression levels of genes involved in inflammatory signaling (, , and ) were also associated with birth weight, suggesting a role for inflammatory processes in Cd-associated reproductive toxicity. https://doi.org/10.1289/EHP2192.
镉(Cd)是一种普遍存在的环境毒物,在怀孕期间可在胎盘内蓄积,从而损害胎盘功能并影响胎儿发育。
我们旨在研究胎盘 DNA 甲基化(DNAM)与 Cd 相关的变化及其与基因表达的关联,还旨在鉴定 Cd 相关生殖毒性涉及的新途径。
利用新罕布什尔州出生队列研究(NHBCS,n=343)和罗得岛儿童健康研究(RICHS,n=141)中的胎盘 DNAM 和 Cd 浓度,我们使用无参照的方法调整组织异质性,对 Cd 与 DNAM 之间进行全基因组关联研究(EWAS)。通过逆方差加权固定效应荟萃分析对队列特异性结果进行汇总,并将可变甲基化 CpG 与基因表达关联。我们随后进行了功能富集分析,并检验了基因表达与出生体重指标之间的关联。
通过荟萃分析,我们鉴定出了 17 个 Cd 相关的差异甲基化 CpG 位点,Meta 分析 P 值<1×10-8,其中两个位于 FDR 为 5%的范围内。在这 17 个基因座中的 9 个中,DNAM 水平与 6 个基因的表达增加相关(FDR<5%):,,,,, 和 。这 9 个基因座中的 9 个中的 6 个基因的表达增加与较低的出生体重得分(-值<0.05)相关。
在参与炎症信号和细胞生长的基因座中观察到 Cd 相关的差异 DNAM 及其相应的 DNAM-表达关联。参与炎症信号的基因(、、和 )的表达水平也与出生体重相关,这表明炎症过程可能在 Cd 相关生殖毒性中发挥作用。https://doi.org/10.1289/EHP2192.