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转录组分析揭示了 PTSD 退伍军人中失调的新基因和免疫网络。

Transcriptome analysis reveals novel genes and immune networks dysregulated in veterans with PTSD.

机构信息

School of Psychology and Counselling, Faculty of Health, Institute of Health and Biomedical Innovation, Queensland University of Technology, Kelvin Grove, Queensland, Australia.

School of Biomedical Sciences, Faculty of Health, Institute of Health and Biomedical Innovation, Queensland University of Technology, Kelvin Grove, Queensland, Australia.

出版信息

Brain Behav Immun. 2018 Nov;74:133-142. doi: 10.1016/j.bbi.2018.08.014. Epub 2018 Sep 4.

Abstract

BACKGROUND

Posttraumatic stress disorder (PTSD) is a serious condition that emerges following trauma exposure and involves long-lasting psychological suffering and health-issues. Uncovering critical genes and molecular networks is essential to understanding the biology of the disorder. We performed a genome-wide scan to identify transcriptome signatures of PTSD.

METHODS

Genome-wide peripheral blood transcriptomic data from 380 service personnel were investigated. This included a discovery sample of 96 Australian Vietnam War veterans and two independent pre and post-deployment replication samples of U.S. Marines (N = 188 and N = 96).

RESULTS

A total of 60 transcripts were differentially expressed between veterans with and without PTSD, surviving Bonferroni multiple testing correction. Genes within the cytokine-cytokine receptor interaction, Jak-STAT signaling and Toll-like receptor signaling pathways were enriched. For 49% of the genes, gene expression changes were also accompanied by DNA methylation changes. Using replication data from two U.S. Marine cohorts, we observed that of the differentially expressed genes, 71% genes also showed significant gene expression changes between pre and post-deployment. Weighted gene co-expression networks revealed two modules of genes associated with PTSD. The first module (67 genes, p-value = 6e-4) was enriched for genes within the 11p13 locus including BDNF. The second module (266 genes, p-value = 0.01) was enriched for genes in 17q11 including SLC6A4, STAT5A and STAT5B.

CONCLUSIONS

We identified novel transcriptomic loci and biological pathways for PTSD in service personnel. Network analysis revealed enrichment of loci harboring key candidate genes in PTSD. These findings highlight the role of transcriptional biomarkers in the molecular etiology of PTSD.

摘要

背景

创伤后应激障碍(PTSD)是一种严重的疾病,在创伤暴露后出现,涉及长期的心理痛苦和健康问题。揭示关键基因和分子网络对于理解该疾病的生物学至关重要。我们进行了全基因组扫描,以确定 PTSD 的转录组特征。

方法

研究了 380 名现役人员的全基因组外周血转录组数据。这包括 96 名澳大利亚越战老兵的发现样本和两个美国海军陆战队员的独立预部署和部署后复制样本(N=188 和 N=96)。

结果

在 PTSD 患者和非 PTSD 患者之间,共有 60 个转录本存在差异表达,经 Bonferroni 多重测试校正后仍有显著差异。细胞因子-细胞因子受体相互作用、Jak-STAT 信号和 Toll 样受体信号通路中的基因富集。对于 49%的基因,基因表达变化伴随着 DNA 甲基化变化。使用来自两个美国海军陆战队队列的复制数据,我们观察到在差异表达基因中,71%的基因在预部署和部署后之间也表现出显著的基因表达变化。加权基因共表达网络揭示了与 PTSD 相关的两个基因模块。第一个模块(67 个基因,p 值=6e-4)富含 BDNF 等 11p13 基因座内的基因。第二个模块(266 个基因,p 值=0.01)富含 SLC6A4、STAT5A 和 STAT5B 等 17q11 基因。

结论

我们确定了 PTSD 服务人员的新的转录组基因座和生物学途径。网络分析显示,PTSD 关键候选基因所在的基因座富集。这些发现强调了转录生物标志物在 PTSD 分子发病机制中的作用。

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