Genome-wide identification and functional analysis of dysregulated alternative splicing profiles in sepsis.

IF 4.4 3区 医学 Q2 IMMUNOLOGY
Dilixiati Tuerdimaimaiti, Buzukela Abuduaini, Shaotao Kang, Jinliang Jiao, Mengchen Li, Wolazihan Madeniyati, Baihetinisha Tuerdi, Gulisitan Aili, Reyila Tuerhong, Ajiguli Kulaxi
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引用次数: 0

Abstract

Background: An increasing body of evidence now shows that the long-term mortality of patients with sepsis are associated with various sepsis-related immune cell defects. Alternative splicing (AS), as a sepsis-related immune cell defect, is considered as a potential immunomodulatory therapy target to improve patient outcomes. However, our understanding of the role AS plays in sepsis is currently insufficient.

Aim: This study investigated possible associations between AS and the gene regulatory networks affecting immune cells. We also investigated apoptosis and AS functionality in sepsis pathophysiology.

Methods: In this study, we assessed publicly available mRNA-seq data that was obtained from the NCBI GEO dataset (GSE154918), which included a healthy group (HLTY), a mild infection group (INF1), asepsis group (Seps), and a septic shock group (Shock). A total of 79 samples (excluding significant outliers) were identified by a poly-A capture method to generate RNA-seq data. The variable splicing events and highly correlated RNA binding protein (RBP) genes in each group were then systematically analyzed.

Results: For the first time, we used systematic RNA-seq analysis of sepsis-related AS and identified 1505 variable AS events that differed significantly (p <= 0.01) across the four groups. In the sepsis group, the genes related to significant AS events, such as, SHISA5 and IFI27, were mostly enriched in the cell apoptosis pathway. Furthermore, we identified differential splicing patterns within each of the four groups. Significant differences in the expression of RNA Binding Protein(RBP) genes were observed between the control group and the sepsis group. RBP gene expression was highly correlated with variant splicing events in sepsis, as determined by co-expression analysis; The expression of DDX24, CBFA2T2, NOP, ILF3, DNMT1, FTO, PPRC1, NOLC1 RBPs were significant reduced in sepsis compared to the healthy group. Finally, we constructed an RBP-AS functional network.

Conclusion: Analysis indicated that the RBP-AS functional network serves as a critical post-transcriptional mechanism that regulates the development of sepsis. AS dysregulation is associated with alterations in the regulatory gene expression network that is involved in sepsis. Therefore, the RBP-AS expression network could be useful in refining biomarker predictions in the development of new therapeutic targets for the pathogenesis of sepsis.

Abstract Image

Abstract Image

Abstract Image

败血症选择性剪接谱失调的全基因组鉴定和功能分析。
背景:越来越多的证据表明,败血症患者的长期死亡率与各种败血症相关的免疫细胞缺陷有关。选择性剪接(AS)作为一种败血症相关的免疫细胞缺陷,被认为是改善患者预后的潜在免疫调节治疗靶点。然而,目前我们对AS在败血症中的作用还不够了解。目的:本研究探讨AS与影响免疫细胞的基因调控网络之间的可能联系。我们还研究了败血症病理生理学中的细胞凋亡和AS功能。方法:在本研究中,我们评估了从NCBI GEO数据集(GSE154918)获得的公开可用的信使核糖核酸序列数据,该数据集包括健康组(HLTY)、轻度感染组(INF1)、无菌组(Seps)和感染性休克组(shock)。通过poly-A捕获方法共鉴定了79个样本(不包括显著的异常值),以生成RNA-seq数据。然后系统分析各组中的可变剪接事件和高度相关的RNA结合蛋白(RBP)基因。结果:我们首次对败血症相关的AS进行了系统的RNA-seq分析,并确定了1505个差异显著(p 结论:分析表明,RBP-AS功能网络是调节败血症发展的关键转录后机制。AS失调与败血症相关的调节基因表达网络的改变有关。因此,RBP-AS表达网络可用于完善生物标志物预测,以开发败血症发病机制的新治疗靶点。
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来源期刊
CiteScore
7.90
自引率
0.00%
发文量
18
审稿时长
>12 weeks
期刊介绍: Journal of Inflammation welcomes research submissions on all aspects of inflammation. The five classical symptoms of inflammation, namely redness (rubor), swelling (tumour), heat (calor), pain (dolor) and loss of function (functio laesa), are only part of the story. The term inflammation is taken to include the full range of underlying cellular and molecular mechanisms involved, not only in the production of the inflammatory responses but, more importantly in clinical terms, in the healing process as well. Thus the journal covers molecular, cellular, animal and clinical studies, and related aspects of pharmacology, such as anti-inflammatory drug development, trials and therapeutic developments. It also considers publication of negative findings. Journal of Inflammation aims to become the leading online journal on inflammation and, as online journals replace printed ones over the next decade, the main open access inflammation journal. Open access guarantees a larger audience, and thus impact, than any restricted access equivalent, and increasingly so, as the escalating costs of printed journals puts them outside University budgets. The unrestricted access to research findings in inflammation aids in promoting dynamic and productive dialogue between industrial and academic members of the inflammation research community, which plays such an important part in the development of future generations of anti-inflammatory therapies.
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