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Integrated single-cell RNA-seq and DNA methylation reveal the effects of air pollution in patients with recurrent spontaneous abortion

流产 DNA甲基化 人类遗传学 甲基化 生物 表观遗传学 怀孕 核糖核酸 DNA 医学 生物信息学 遗传学 计算生物学 基因 基因表达
作者
Weiqiang Zhu,Yan Gu,Min Li,Zhaofeng Zhang,Junwei Liu,Yanyan Mao,Qianxi Zhu,Lin Zhao,Yupei Shen,Fujia Chen,Lingjin Xia,Lin He,Jing Du
出处
期刊:Clinical Epigenetics [BioMed Central]
卷期号:14 (1) 被引量:26
标识
DOI:10.1186/s13148-022-01327-2
摘要

Abstract Background Maternal air pollutants exposure is associated with a number of adverse pregnancy outcomes, including recurrent spontaneous abortion (RSA). However, the underlying mechanisms are still unknown. The present study aimed to understand the mechanism of RSA and its relationship with air pollution exposure. We compared data of decidual tissue from individuals with induced abortions and those with RSA by bulk RNA sequencing (RNA-seq), reduced representation bisulfite sequencing (RRBS), and single-cell RNA sequencing (scRNA-seq). Differentially expressed genes (DEGs) were verified using RT-qPCR and pyrosequencing. A logistic regression model was used to investigate the association between air pollutants exposure and RSA. Results We identified 98 DEGs with aberrant methylation by overlapping the RRBS and RNA-seq data. Nineteen immune cell subsets were identified. Compared with normal controls, NK cells and macrophages accounted for different proportions in the decidua of patients with RSA. We observed that the methylation and expression of IGF2BP1 were different between patients with RSA and controls. Furthermore, we observed significant positive associations between maternal air pollutants exposure during the year prior to pregnancy and in early pregnancy and the risk of RSA. Mediation analyses suggested that 24.5% of the effects of air pollution on the risk of RSA were mediated through IGF2BP1 methylation. Conclusion These findings reveal a comprehensive cellular and molecular mechanism of RSA and suggest that air pollution might cause pregnancy loss by affecting the methylation level of the IGF2BP1 promoter.
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