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系统性红斑狼疮中失调的长链非编码RNA SNHG15和OTUD6B-AS1:来自生物信息学分析和实验验证的见解

Dysregulated Long Non-coding RNAs SNHG15 and OTUD6B-AS1 in Systemic Lupus Erythematosus: Insights from Bioinformatics Analysis and Experimental Validation.

作者信息

Golestanifar Ahmad, Masroor Arezo, Khedri Hengameh, Zeini Shiva, Nejatizadeh Azim

机构信息

Molecular Medicine Research Center, Hormozgan Health Institute, Hormozgan University of Medical Sciences, Bandar Abbas, Iran.

Department of Medical Genetics, Faculty of Medicine, Hormozgan University of Medical Sciences, Bandar Abbas, Iran.

出版信息

Biochem Genet. 2025 May 2. doi: 10.1007/s10528-025-11116-0.

Abstract

Systemic lupus erythematosus (SLE) is a complex autoimmune disorder characterized by immune dysregulation and multi-organ involvement. This study focuses on the dysregulated expression of lncRNAs SNHG15 and OTUD6B-AS1 as potential biomarkers for disease progression and diagnostics. A comprehensive bioinformatics analysis of RNA-sequencing data from PBMCs of SLE patients and healthy controls identified differentially expressed lncRNAs, miRNAs, and mRNAs. The DAVID tool was employed for functional enrichment analyses to elucidate the biological pathways and functions associated with these differentially expressed genes. Concurrently, the STRING database was used to predict protein-protein interactions, enhancing our understanding of the molecular interactions and networks involved. Additionally, the relationships between lncRNAs, miRNAs, and mRNAs were explored through the construction of a competing endogenous RNA (ceRNA) network, visualized using Cytoscape. The findings from the bioinformatics analysis were substantiated by qPCR, which validated the differential expression of the lncRNAs SNHG15 and OTUD6B-AS1 in a larger cohort of samples, affirming their potential roles as biomarkers for SLE. The findings revealed significant up-regulation of SNHG15 (fold change = 2.01, p = 0.0011) and down-regulation of OTUD6B-AS1 (fold change = 0.26, p < 0.0001) in SLE patients compared to controls. Correlation analyses linked OTUD6B-AS1 expression with hematological and inflammatory markers, while SNHG15 was associated with liver function indicators. ROC analysis demonstrated high diagnostic accuracy for both lncRNAs, particularly OTUD6B-AS1. This study establishes SNHG15 and OTUD6B-AS1 as promising biomarkers for SLE, highlighting their distinct associations with immune and organ-specific pathology. The robust diagnostic performance of OTUD6B-AS1, evidenced by its high sensitivity and specificity, suggests its utility in developing more accurate diagnostic tests for SLE. Furthermore, the correlation of these lncRNAs with disease activity markers underscores their potential role in monitoring disease progression and severity in SLE patients.

摘要

系统性红斑狼疮(SLE)是一种复杂的自身免疫性疾病,其特征为免疫失调和多器官受累。本研究聚焦于lncRNAs SNHG15和OTUD6B-AS1的表达失调,将其作为疾病进展和诊断的潜在生物标志物。对SLE患者和健康对照的外周血单核细胞(PBMC)的RNA测序数据进行了全面的生物信息学分析,确定了差异表达的lncRNAs、miRNAs和mRNAs。使用DAVID工具进行功能富集分析,以阐明与这些差异表达基因相关的生物学途径和功能。同时,利用STRING数据库预测蛋白质-蛋白质相互作用,加深我们对所涉及的分子相互作用和网络的理解。此外,通过构建竞争性内源RNA(ceRNA)网络来探索lncRNAs、miRNAs和mRNAs之间的关系,并用Cytoscape进行可视化。生物信息学分析的结果通过qPCR得到证实,qPCR验证了lncRNAs SNHG15和OTUD6B-AS1在更大样本队列中的差异表达,证实了它们作为SLE生物标志物的潜在作用。研究结果显示,与对照组相比,SLE患者中SNHG15显著上调(倍数变化=2.01,p=0.0011),OTUD6B-AS1显著下调(倍数变化=0.26,p<0.0001)。相关性分析将OTUD6B-AS1的表达与血液学和炎症标志物联系起来,而SNHG15与肝功能指标相关。ROC分析表明,这两种lncRNAs都具有较高的诊断准确性, 尤其是OTUD6B-AS1。本研究确定SNHG15和OTUD6B-AS1为SLE有前景的生物标志物,突出了它们与免疫和器官特异性病理的独特关联。OTUD6B-AS1具有高灵敏度和特异性,其强大的诊断性能表明它在开发更准确的SLE诊断测试中的效用。此外,这些lncRNAs与疾病活动标志物的相关性强调了它们在监测SLE患者疾病进展和严重程度方面的潜在作用。

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