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Gene expression associated with PTSD in World Trade Center responders: An RNA sequencing study

机译:世界贸易中心应对人员中与PTSD相关的基因表达:RNA测序研究

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The gene expression approach has provided promising insights into the pathophysiology of posttraumatic stress disorder (PTSD). However, few studies used hypothesis-free transcriptome-wide approach to comprehensively understand gene expression underpinning PTSD. A transcriptome-wide expression study using RNA sequencing of whole blood was conducted in 324 World Trade Center responders (201 with never, 81 current, 42 past PTSD). Samples from current and never PTSD reponders were randomly split to form discovery ( N =?195) and replication ( N =?87) cohorts. Differentially expressed genes were used in pathway analysis and to create a polygenic expression score. There were 448 differentially expressed genes in the discovery cohort, of which 99 remained significant in the replication cohort, including FKBP5, which was found to be up-regulated in current PTSD regardless of the genotypes. Several enriched biological pathways were found, including glucocorticoid receptor signaling and immunity-related pathways, but?these pathways did not survive FDR correction. The polygenic expression score computed by aggregating 30 differentially expressed genes using the elastic net algorithm achieved sensitivity/specificity of 0.917/0.508, respectively for identifying current PTSD in the replication cohort. Polygenic scores were similar in current and past PTSD, with both groups scoring higher than trauma-exposed controls without any history of PTSD. Together with the pathway analysis results, these findings point to HPA-axis and immune dysregulation as key biological processes underpinning PTSD. A novel polygenic expression aggregate that differentiates PTSD patients from trauma-exposed controls might be a useful screening tool for research and clinical practice, if replicated in other populations.
机译:基因表达方法为创伤后应激障碍(PTSD)的病理生理学提供了有希望的见解。但是,很少有研究使用无假设的转录组范围的方法来全面了解支持PTSD的基因表达。在324个世界贸易中心的响应者中进行了使用全血RNA测序的转录组范围内的表达研究(201人从未接受过,目前81位,过去PTSD过去42位)。将当前和从未使用PTSD应答器的样本随机拆分以形成发现(N =?195)和复制(N =?87)队列。差异表达的基因用于途径分析并产生多基因表达评分。发现队列中有448个差异表达的基因,其中99个在复制队列中仍然很重要,包括FKBP5,无论基因型如何,FKBP5在当前的PTSD中均被上调。发现了几种丰富的生物学途径,包括糖皮质激素受体信号转导和免疫相关途径,但是这些途径在FDR校正后仍然不能幸免。通过使用弹性网算法聚合30个差异表达基因而计算出的多基因表达得分分别达到0.917 / 0.508的灵敏度/特异性,可用于鉴定复制队列中的当前PTSD。在当前和过去的PTSD中,多基因评分相似,两组的得分均高于无创伤后应激障碍史的创伤暴露对照组。连同途径分析结果,这些发现表明HPA轴和免疫失调是PTSD的关键生物学过程。如果能在其他人群中复制,一种新颖的多基因表达集合体可以将PTSD患者与暴露于创伤的对照区分开来,可能是研究和临床实践的有用筛选工具。

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