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人类颅内动脉瘤组织的 RNA 测序数据揭示了与破裂相关的复杂炎症环境。

RNA Sequencing Data from Human Intracranial Aneurysm Tissue Reveals a Complex Inflammatory Environment Associated with Rupture.

机构信息

Canon Stroke and Vascular Research Center, 875 Ellicott Street, Buffalo, NY, 14214, USA.

Department of Neurosurgery, University at Buffalo, Buffalo, NY, USA.

出版信息

Mol Diagn Ther. 2021 Nov;25(6):775-790. doi: 10.1007/s40291-021-00552-4. Epub 2021 Aug 17.

Abstract

BACKGROUND

Intracranial aneurysm (IA) rupture leads to deadly subarachnoid hemorrhages. However, the mechanisms leading to rupture remain poorly understood. Altered gene expression within IA tissue is linked to the pathobiology of aneurysm development and progression. Here, we analyzed expression patterns of control tissue samples and compared them to those of unruptured and ruptured IA tissue samples using data from the Gene Expression Omnibus (GEO).

METHODS

FASTQ files for 21 ruptured IAs, 21 unruptured IAs, and 16 control tissue samples were accessed from the GEO database. DESeq2 was used for differential expression analysis in three comparisons: unruptured IA versus control, ruptured IA versus control, and ruptured versus unruptured IA. Genes that were differentially expressed in multiple comparisons were evaluated to find those progressively increasing/decreasing from control to unruptured to ruptured. Significance was tested by either analysis of variance/Gabriel or Brown-Forsythe/Games Howell (p < 0.05 was considered significant). We used additional RNA sequencing and proteomics datasets to evaluate if our differentially expressed genes (DEGs) were present in other studies. Bioinformatics analyses were performed with g:Profiler and Ingenuity Pathway Analysis.

RESULTS

In total, we identified 1768 DEGs, of which 318 were found in multiple comparisons. Unruptured versus control reflected vascular remodeling processes, while ruptured versus control reflected inflammatory responses and cell activation/signaling. When comparing ruptured to unruptured IAs, we found massive activation of inflammation, inflammatory responses, and leukocyte responses. Of the 318 genes in multiple comparisons, 127 were found to be significant in the multi-cohort correlation analysis. Those that progressively increased (70 genes) were associated with immune system processes, while those that progressively decreased (38 genes) did not return any gene ontology terms. Many of our DEGs were also found in the other IA tissue sequencing studies.

CONCLUSIONS

We found unruptured IAs relate more to remodeling processes, while ruptured IAs reflect more inflammatory and immune responses.

摘要

背景

颅内动脉瘤(IA)破裂导致致命性蛛网膜下腔出血。然而,导致破裂的机制仍知之甚少。IA 组织内基因表达的改变与动脉瘤发生和进展的病理生物学有关。在这里,我们使用来自基因表达综合数据库(GEO)的数据,分析了对照组织样本的表达模式,并将其与未破裂和破裂的 IA 组织样本进行了比较。

方法

从 GEO 数据库中获取了 21 个破裂的 IA、21 个未破裂的 IA 和 16 个对照组织样本的 FASTQ 文件。使用 DESeq2 进行了三个比较的差异表达分析:未破裂的 IA 与对照、破裂的 IA 与对照和破裂的 IA 与未破裂的 IA。对在多个比较中差异表达的基因进行了评估,以找到从对照到未破裂再到破裂逐渐增加/减少的基因。通过方差分析/Gabriel 或 Brown-Forsythe/Games Howell 进行检验(p<0.05 被认为具有统计学意义)。我们使用了额外的 RNA 测序和蛋白质组学数据集来评估我们的差异表达基因(DEGs)是否存在于其他研究中。生物信息学分析使用了 g:Profiler 和 Ingenuity 通路分析。

结果

总共鉴定出 1768 个 DEGs,其中 318 个在多个比较中发现。未破裂的 IA 与血管重塑过程相关,而破裂的 IA 与炎症反应和细胞激活/信号转导相关。当比较破裂的 IA 与未破裂的 IA 时,我们发现炎症、炎症反应和白细胞反应的大量激活。在多个比较中的 318 个基因中,有 127 个在多队列相关性分析中是显著的。那些逐渐增加的(70 个基因)与免疫系统过程相关,而那些逐渐减少的(38 个基因)没有返回任何基因本体术语。我们的许多 DEGs 也在其他 IA 组织测序研究中被发现。

结论

我们发现未破裂的 IA 与重塑过程更相关,而破裂的 IA 则反映了更多的炎症和免疫反应。

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