利用生物信息学探索脓毒症预后坏死相关基因及其内在机制。

IF 2.7 3区 医学 Q2 CRITICAL CARE MEDICINE
SHOCK Pub Date : 2024-09-01 Epub Date: 2024-06-24 DOI:10.1097/SHK.0000000000002414
Jie Liu, Lin Li, Shuyang He, Xin Zheng, Dan Zhu, Guangyao Kong, Ping Li
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引用次数: 0

摘要

摘要:脓毒症是一种危及生命的疾病,其原因是宿主对感染的反应失调,而预后坏死相关基因(NRGs)的调控机制尚不清楚。利用GEO数据集GSE65682和GSE134347,我们通过Kaplan-Meier(KM)和Receiver Operating Characteristic(ROC)分析确定了6个具有生存和诊断意义的NRG生物标志物(ATRX、TSC1、CD40、BACH2、BCL2和LEF1)。随后,巧妙通路分析(IPA)显示了肝纤维化通路和 BEX2 蛋白的富集。此外,我们还通过 miRDB、TargetScan、Network analyst 和 GeneMANIA 研究了它们的调控靶点以及与坏死信号分子的功能联系。分子调控网络显示,hsa-miR-5195-3p和hsa-miR-145-5p调控ATRX、BACH2和CD40,而YY1显示出很强的连接性,同时调控LEF1、ATRX、BCL2、BACH2和CD40。CD40 表现出与 RIPK3 和 MLKL 相似的表达模式,而 LEF1 与 MLKL 有功能关联。此外,DrugBank 分析发现紫杉醇、多西他赛和拉沙吉林是潜在的 BCL2 靶向败血症治疗药物。最后,实时定量 PCR 证实 ATRX、TSC1 和 LEF1 在败血症样本中下调,而 CD40 在 CTL 样本中表达增加。总之,ATRX、TSC1、CD40、BACH2、BCL2 和 LEF1 可能是脓毒症中坏死的关键调控靶点,为进一步研究脓毒症中的坏死相关问题提供了依据。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
EXPLORING THE PROGNOSTIC NECROPTOSIS-RELATED GENES AND UNDERLYING MECHANISM IN SEPSIS USING BIOINFORMATICS.

Abstract: Sepsis is a life-threatening disease due to a dysregulated host response to infection, with an unknown regulatory mechanism for prognostic necroptosis-related genes (NRGs). Using GEO datasets GSE65682 and GSE134347, we identified six NRG biomarkers ( ATRX , TSC1 , CD40 , BACH2 , BCL2 , and LEF1 ) with survival and diagnostic significance through Kaplan-Meier (KM) and receiver operating characteristic (ROC) analyses. Afterward, the ingenuity pathway analysis (IPA) highlighted enrichment in hepatic fibrosis pathways and BEX2 protein. Moreover, we examined their regulatory targets and functional links with necroptotic signaling molecules via miRDB, TargetScan, Network analyst, and GeneMANIA. The molecular regulatory network displayed that hsa-miR-5195-3p and hsa-miR-145-5p regulated ATRX, BACH2, and CD40, while YY1 showed strong connectivity, concurrently controlling LEF1, ATRX, BCL2, BACH2, and CD40. CD40 exhibited similar expression patterns to RIPK3 and MLKL, and LEF1 was functionally associated with MLKL. Additionally, DrugBank analysis identified paclitaxel, docetaxel, and rasagiline as potential BCL2-targeting sepsis treatments. Finally, real-time quantitative PCR confirmed ATRX, TSC1, and LEF1 downregulation in sepsis samples, contrasting CD40's increased expression in CTL samples. In conclusion, ATRX , TSC1 , CD40 , BACH2 , BCL2 , and LEF1 may be critical regulatory targets of necroptosis in sepsis, providing a basis for further necroptosis-related studies in sepsis.

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来源期刊
SHOCK
SHOCK 医学-外科
CiteScore
6.20
自引率
3.20%
发文量
199
审稿时长
1 months
期刊介绍: SHOCK®: Injury, Inflammation, and Sepsis: Laboratory and Clinical Approaches includes studies of novel therapeutic approaches, such as immunomodulation, gene therapy, nutrition, and others. The mission of the Journal is to foster and promote multidisciplinary studies, both experimental and clinical in nature, that critically examine the etiology, mechanisms and novel therapeutics of shock-related pathophysiological conditions. Its purpose is to excel as a vehicle for timely publication in the areas of basic and clinical studies of shock, trauma, sepsis, inflammation, ischemia, and related pathobiological states, with particular emphasis on the biologic mechanisms that determine the response to such injury. Making such information available will ultimately facilitate improved care of the traumatized or septic individual.
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