超增强子相关基因在克罗恩病中的诊断和预后意义及免疫调节作用

IF 3.4 3区 医学 Q2 MEDICINE, RESEARCH & EXPERIMENTAL
Xiaojiao Wu, Fang Yan, Yang Yang, Yuanyuan Li
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引用次数: 0

摘要

背景:超级增强子(se)与克罗恩病(CD)的发生和进展的调节有关。然而,确切的机制仍不清楚。本研究旨在从转录组学角度探讨se相关基因(serg)作为CD生物标志物的诊断潜力和分子机制。方法:从公共数据库中检索CD和serg数据。应用差异表达分析、最大团中心性算法和两种机器学习方法,并结合接受者工作特征分析和表达水平评估来识别生物标志物,并构建nomogram来评估其诊断价值。随后进行富集和免疫浸润分析。基于生物标志物,无监督聚类将CD样本分为不同的亚型,并检查这些亚型之间的功能和免疫微环境差异。免疫组织化学实验证实,与健康对照组相比,CD患者结肠组织中hub基因的蛋白表达升高(P)。结果:PAQR5、IFITM3、PSMB8和IRF1被鉴定为CD的生物标志物,具有较强的诊断能力,曲线下面积(AUC)分别为0.988、0.973、0.959和0.940。经拟合后,AUC达到0.991。除PAQR5外,其余3个基因在CD样品中的表达均显著升高,免疫组化实验证实了这一趋势。这些生物标志物涉及免疫调节、细胞生物学和感觉知觉等领域。免疫分析进一步阐明了CD中不同免疫细胞的特异性浸润模式,并强调了这些生物标志物在调节免疫细胞功能中的重要性。此外,我们将CD样本分为两种亚型,生物标志物在亚型之间表现出显着的表达差异。这两种亚型具有不同的免疫微环境,生物标志物与亚型之间的免疫细胞差异有中度相关性。结论:PAQR5、IFITM3、PSMB8和IRF1作为CD的生物标志物,具有重要的诊断和免疫调节价值。这些生物标志物将乳糜泻分为两种亚型,为个性化治疗策略提供了见解。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Diagnostic and prognostic significance of Super-enhancer-associated genes in Crohn's disease and immune regulatory roles.

Background: Super-enhancers (SEs) are implicated in the regulation of the onset and progression of Crohn's disease (CD). However, the precise mechanisms remain unclear. This study aims to investigate the diagnostic potential and molecular mechanisms of SE-related genes (SERGs) as biomarkers for CD from a transcriptomics perspective.

Methods: Data on CD and SERGs were retrieved from public databases. Differential expression analysis, the Maximal Clique Centrality algorithm, and two machine learning methods were applied, complemented by receiver operating characteristic analysis and expression level assessment to identify biomarkers and construct a nomogram for evaluating their diagnostic value. Enrichment and immune infiltration analyses were performed subsequently. Unsupervised clustering categorized CD samples into distinct subtypes based on the biomarkers, and functional and immune microenvironmental differences among these subtypes were examined. Immunohistochemical experiments confirmed the elevated protein expression of hub genes in colonic tissues from patients with CD relative to healthy controls (P < 0.05).

Results: PAQR5, IFITM3, PSMB8, and IRF1, were identified as biomarkers for CD, demonstrating robust diagnostic performance, with area under curve (AUC) values of 0.988, 0.973, 0.959, and 0.940, respectively. When integrated into a nomogram, the AUC reached 0.991. Except for PAQR5, the other three genes showed significantly higher expression in CD samples, a trend confirmed clinically by immunohistochemical experiments. These biomarkers were involved in areas such as immune regulation, cell biology, and sensory perception. Immunoassays further elucidated the specific infiltration patterns of different immune cells in CD and highlighted the importance of these biomarkers in regulating immune cell functions. Additionally, we classified the CD samples into two subtypes, with the biomarkers exhibiting significant expression differences between the subtypes. These two subtypes possessed distinct immune microenvironments, with the biomarkers showing moderate correlation with the differential immune cells between the subtypes.

Conclusion: PAQR5, IFITM3, PSMB8, and IRF1 serve as biomarkers for CD, offering substantial diagnostic and immune regulatory value. These biomarkers differentiate CD into two subtypes, providing insights for personalized therapeutic strategies.

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来源期刊
European Journal of Medical Research
European Journal of Medical Research 医学-医学:研究与实验
CiteScore
3.20
自引率
0.00%
发文量
247
审稿时长
>12 weeks
期刊介绍: European Journal of Medical Research publishes translational and clinical research of international interest across all medical disciplines, enabling clinicians and other researchers to learn about developments and innovations within these disciplines and across the boundaries between disciplines. The journal publishes high quality research and reviews and aims to ensure that the results of all well-conducted research are published, regardless of their outcome.
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