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人类大脑中性别差异的 DNA 甲基化及其相关调控网络与精神疾病的性别偏向风险有关。

Sex-differential DNA methylation and associated regulation networks in human brain implicated in the sex-biased risks of psychiatric disorders.

机构信息

Center for Medical Genetics, School of Life Sciences, Central South University, Changsha, Hunan, China.

Department of Psychiatry, State University of New York Upstate Medical University, Syracuse, NY, USA.

出版信息

Mol Psychiatry. 2021 Mar;26(3):835-848. doi: 10.1038/s41380-019-0416-2. Epub 2019 Apr 11.

Abstract

Many psychiatric disorders are characterized by a strong sex difference, but the mechanisms behind sex-bias are not fully understood. DNA methylation plays important roles in regulating gene expression, ultimately impacting sexually different characteristics of the human brain. Most previous literature focused on DNA methylation alone without considering the regulatory network and its contribution to sex-bias of psychiatric disorders. Since DNA methylation acts in a complex regulatory network to connect genetic and environmental factors with high-order brain functions, we investigated the regulatory networks associated with different DNA methylation and assessed their contribution to the risks of psychiatric disorders. We compiled data from 1408 postmortem brain samples in 3 collections to identify sex-differentially methylated positions (DMPs) and regions (DMRs). We identified and replicated thousands of DMPs and DMRs. The DMR genes were enriched in neuronal related pathways. We extended the regulatory networks related to sex-differential methylation and psychiatric disorders by integrating methylation quantitative trait loci (meQTLs), gene expression, and protein-protein interaction data. We observed significant enrichment of sex-associated genes in psychiatric disorder-associated gene sets. We prioritized 2080 genes that were sex-biased and associated with psychiatric disorders, such as NRXN1, NRXN2, NRXN3, FDE4A, and SHANK2. These genes are enriched in synapse-related pathways and signaling pathways, suggesting that sex-differential genes of these neuronal pathways may cause the sex-bias of psychiatric disorders.

摘要

许多精神疾病的特征是存在强烈的性别差异,但性别偏见的机制尚未完全了解。DNA 甲基化在调节基因表达方面发挥着重要作用,最终影响人类大脑的性别差异特征。大多数先前的文献仅关注 DNA 甲基化,而没有考虑调控网络及其对精神疾病性别偏见的贡献。由于 DNA 甲基化在复杂的调控网络中发挥作用,将遗传和环境因素与高级脑功能联系起来,我们研究了与不同 DNA 甲基化相关的调控网络,并评估了它们对精神疾病风险的贡献。我们从三个集合中的 1408 个死后脑组织样本中编译数据,以确定性别差异甲基化位置 (DMP) 和区域 (DMR)。我们鉴定并复制了数千个 DMP 和 DMR。DMR 基因在神经元相关途径中富集。我们通过整合甲基化定量性状基因座 (meQTL)、基因表达和蛋白质-蛋白质相互作用数据,扩展了与性别差异甲基化和精神疾病相关的调控网络。我们观察到性别相关基因在与精神疾病相关的基因集中显著富集。我们优先考虑了 2080 个具有性别偏见且与精神疾病相关的基因,如 NRXN1、NRXN2、NRXN3、FDE4A 和 SHANK2。这些基因在突触相关途径和信号转导途径中富集,表明这些神经元途径的性别差异基因可能导致精神疾病的性别偏见。

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