Discovery of KDM5D as a novel biomarker for traumatic brain injury identified through bioinformatics analysis.

IF 5.7 2区 医学 Q1 IMMUNOLOGY
Frontiers in Immunology Pub Date : 2025-03-24 eCollection Date: 2025-01-01 DOI:10.3389/fimmu.2025.1538561
Dengfeng Ding, Mengzhe Yang, Xinou Zheng, Ming Zhao
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引用次数: 0

Abstract

Background and aim: Traumatic brain injury (TBI) poses a significant burden on the global economy due to its poor treatment and prognosis. Current TBI markers do not comprehensively reflect the disease status. Therefore, identifying more meaningful biomarkers is beneficial for improving the prognosis and clinical treatment of TBI patients.

Methods: The gene expression profile of TBI was obtained from the Gene Expression Omnibus (GEO) database. Differentially expressed genes (DEGs) were subjected to enrichment analysis, and key potential genes were identified through the protein-protein interaction network and cytoHubba modules. ROC curves were used to construct diagnostic models for hub genes. Immunofluorescence experiments were conducted to detect the expression of candidate biomarkers in TBI rat models. Finally, we investigated the expression of TBI biomarkers in normal human organs and pan-cancer tumor tissues, and evaluated their correlation with immune infiltration in different tumors.

Results: A total of 44 DEGs were identified across four brain regions of TBI patients. Enrichment analysis revealed that these genes were primarily involved in intracellular and cell signal transduction pathways. Furthermore, three hub genes- RPS4Y1, KDM5D and NLGN4Y-were identified through different module analysis. The ROC curve diagnostic model also confirmed that these genes also have high diagnostic value in serum. Subsequently, the presence of Kdm5d was detected in the brain tissue of TBI rats through immunofluorescence experiments. Compared to normal rats, Kdm5d expression increased in the cortical area of ​​TBI rats, with no significant change in the hippocampus area, aligning with observations in TBI patients. Immune infiltration analysis demonstrated changes in immune cell subsets in HIP and PCx, revealing that plasma cells and CD8 T cells were lowly expressed in TBI (HIP) and while neutrophils was under-expressed in TBI (PCx). Pan-cancer analysis indicated that KDM5D was significantly up-regulated in 23 cancers, down-regulated in 3 cancers, and significantly associated with immune infiltration in 10 cancers.

Conclusion: Based on the results of bioinformatics analysis and animal experiments, KDM5D serves as a potential biomarker for the diagnosis and prognosis of TBI. Additionally, research on KDM5D may develop into new serum markers, providing new indicators for further clinical liquid biopsy and aiding in the prevention of both TBI and tumors to a certain extent.

通过生物信息学分析发现KDM5D是一种新的创伤性脑损伤生物标志物。
背景与目的:创伤性脑损伤(TBI)由于其治疗和预后差,对全球经济造成了重大负担。目前的TBI标志物不能全面反映疾病状况。因此,发现更多有意义的生物标志物有利于改善TBI患者的预后和临床治疗。方法:从gene expression Omnibus (GEO)数据库中获取TBI的基因表达谱。对差异表达基因(DEGs)进行富集分析,并通过蛋白-蛋白相互作用网络和cytoHubba模块鉴定关键潜在基因。采用ROC曲线构建枢纽基因诊断模型。免疫荧光实验检测候选生物标志物在TBI大鼠模型中的表达。最后,我们研究了TBI生物标志物在正常人体器官和泛癌肿瘤组织中的表达,并评估了它们与不同肿瘤中免疫浸润的相关性。结果:在TBI患者的四个脑区共鉴定出44个deg。富集分析表明,这些基因主要参与细胞内和细胞信号转导途径。此外,通过不同的模块分析,鉴定出三个枢纽基因RPS4Y1、KDM5D和nlgn4y。ROC曲线诊断模型也证实了这些基因在血清中也具有较高的诊断价值。随后,通过免疫荧光实验检测TBI大鼠脑组织中Kdm5d的存在。与正常大鼠相比,脑外伤大鼠皮质区Kdm5d表达增加,海马区无明显变化,与脑外伤患者观察结果一致。免疫浸润分析证实了HIP和PCx中免疫细胞亚群的变化,显示浆细胞和CD8 T细胞在TBI (HIP)中低表达,而中性粒细胞在TBI (PCx)中低表达。泛癌分析显示,KDM5D在23例肿瘤中显著上调,在3例肿瘤中下调,在10例肿瘤中与免疫浸润显著相关。结论:基于生物信息学分析和动物实验结果,KDM5D可作为TBI诊断和预后的潜在生物标志物。此外,KDM5D的研究可能发展成为新的血清标志物,为进一步的临床液体活检提供新的指标,并在一定程度上有助于TBI和肿瘤的预防。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
9.80
自引率
11.00%
发文量
7153
审稿时长
14 weeks
期刊介绍: Frontiers in Immunology is a leading journal in its field, publishing rigorously peer-reviewed research across basic, translational and clinical immunology. This multidisciplinary open-access journal is at the forefront of disseminating and communicating scientific knowledge and impactful discoveries to researchers, academics, clinicians and the public worldwide. Frontiers in Immunology is the official Journal of the International Union of Immunological Societies (IUIS). Encompassing the entire field of Immunology, this journal welcomes papers that investigate basic mechanisms of immune system development and function, with a particular emphasis given to the description of the clinical and immunological phenotype of human immune disorders, and on the definition of their molecular basis.
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