Bioinformatics Analysis Reveals HIST1H2BH as a Novel Diagnostic Biomarker for Atrial Fibrillation-Related Cardiogenic Thromboembolic Stroke.

IF 2.4 4区 生物学 Q3 BIOCHEMISTRY & MOLECULAR BIOLOGY
Molecular Biotechnology Pub Date : 2025-05-01 Epub Date: 2024-06-02 DOI:10.1007/s12033-024-01187-6
Wenbing Jiang, Lelin Jiang, Xiaoli Zhao, Yiying Liu, Huanghui Sun, Xinlang Zhou, Yin Liu, Shu'se Huang
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Abstract

Atrial fibrillation (AF) is a significant precursor to cerebral embolism. Our study sought to unearth new diagnostic biomarkers for atrial fibrillation-related cerebral embolism (AF-CE) by meticulously examining multiple GEO datasets and meta-analysis. The gene expression omnibus (GEO) database provided RNA sequencing data associated with AF and stroke. We began by pinpointing genes with varied expressions in AF-CE patient blood samples. A meta-analysis was subsequently undertaken using several RNA sequencing datasets to verify these genes. LASSO regression discerned key genes for AF-CE, with their diagnostic prowess verified through ROC curve examination. Active signaling pathways within stroke patients were discerned via GO and KEGG enrichment, with PPI interactions detailing gene interplay. Differential gene analysis revealed an upregulation of sixteen genes and a downregulation of four in stroke patient blood samples. Eight genes showcased varied expression in the meta-analysis. LASSO regression zeroed in on five of these, culminating in HIST1H2BH's identification as a characteristic gene. HIST1H2BH's prowess in predicting AF-CE was confirmed through ROC. Integrin signaling, platelet activation, ECM interactions, and the PI3K-Akt pathway were found active in stroke victims. HIST1H2BH's interaction with the notably upregulated ITGA2B was spotlighted by PPI. Additionally, HIST1H2BH exhibited links with NK cells and eosinophils. HIST1H2BH emerges as an insightful diagnostic beacon for AF-CE. Its presence, post AF, potentially modulates pathways, accentuating platelet activation and consequent thrombus generation, leading to cerebral embolism.

Abstract Image

生物信息学分析揭示 HIST1H2BH 是心房颤动相关心源性血栓栓塞性中风的新型诊断生物标记物
心房颤动(房颤)是脑栓塞的重要前兆。我们的研究试图通过对多个GEO数据集的细致研究和荟萃分析,发现心房颤动相关脑栓塞(AF-CE)的新诊断生物标志物。基因表达总库(GEO)数据库提供了与心房颤动和中风相关的 RNA 测序数据。我们首先确定了心房颤动-脑卒中患者血液样本中具有不同表达的基因。随后,我们使用多个 RNA 测序数据集进行了荟萃分析,以验证这些基因。LASSO 回归发现了心房颤动-脑卒中的关键基因,并通过 ROC 曲线检查验证了这些基因的诊断能力。通过 GO 和 KEGG 富集分析发现了中风患者体内活跃的信号通路,PPI 相互作用详细说明了基因之间的相互作用。差异基因分析显示,中风患者血液样本中有 16 个基因上调,4 个基因下调。在荟萃分析中,有八个基因的表达出现了变化。LASSO 回归将其中五个基因归零,最终确定 HIST1H2BH 为特征基因。HIST1H2BH 在预测 AF-CE 方面的优势通过 ROC 得到了证实。中风患者体内的整合素信号转导、血小板活化、ECM 相互作用和 PI3K-Akt 通路均处于活跃状态。HIST1H2BH 与显著上调的 ITGA2B 的相互作用通过 PPI 得到了强调。此外,HIST1H2BH 还表现出与 NK 细胞和嗜酸性粒细胞的联系。HIST1H2BH 成为房颤-脑损伤的一个有洞察力的诊断信标。房颤后,HIST1H2BH 的存在可能会调节通路,加剧血小板活化和血栓形成,从而导致脑栓塞。
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来源期刊
Molecular Biotechnology
Molecular Biotechnology 医学-生化与分子生物学
CiteScore
4.10
自引率
3.80%
发文量
165
审稿时长
6 months
期刊介绍: Molecular Biotechnology publishes original research papers on the application of molecular biology to both basic and applied research in the field of biotechnology. Particular areas of interest include the following: stability and expression of cloned gene products, cell transformation, gene cloning systems and the production of recombinant proteins, protein purification and analysis, transgenic species, developmental biology, mutation analysis, the applications of DNA fingerprinting, RNA interference, and PCR technology, microarray technology, proteomics, mass spectrometry, bioinformatics, plant molecular biology, microbial genetics, gene probes and the diagnosis of disease, pharmaceutical and health care products, therapeutic agents, vaccines, gene targeting, gene therapy, stem cell technology and tissue engineering, antisense technology, protein engineering and enzyme technology, monoclonal antibodies, glycobiology and glycomics, and agricultural biotechnology.
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