The role of m5C RNA methylation regulators in the diagnosis and immune microenvironment of osteoarthritis.

IF 1.7 4区 医学 Q3 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS
Kehan Li, Shengjie Wang, Chenyue Xu, Zhengyi Ni, Xiurong Wang, Fei Wang
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引用次数: 0

Abstract

The 5-methylcytosine (m5C) is a common post-transcriptional RNA methylation modification and is involved in the pathological process of many diseases. However, little is known about the role of m5C in osteoarthritis (OA). OA gene data and the corresponding information were downloaded from the Gene Expression Omnibus database. Based on 36 m5C regulators, we constructed the landscape and diagnostic model for OA. Later, two m5C modification patterns were identified, and functional analyses were performed to evaluate whether these patterns were related to endoplasmic reticulum (ER) stress and mitochondrial autophagy. We further comprehensively analyzed the immune cell infiltration characteristics in different modification patterns in OA. We also established the post-transcriptional regulatory networks and drug-gene networks. Our findings suggested that m5C regulators were differentially expressed between OA and normal samples and could serve as novel biomarkers for the diagnosis of OA. Besides, m5C regulators may be involved in regulating ER stress, mitochondrial autophagy, and immune infiltration in OA. The m5C modification can influence the sensitivity to drugs and the potential post-transcriptional regulatory mechanisms might provide promising targets.

m5C RNA 甲基化调节因子在骨关节炎的诊断和免疫微环境中的作用。
5-甲基胞嘧啶(m5C)是一种常见的转录后 RNA 甲基化修饰,参与了许多疾病的病理过程。然而,人们对m5C在骨关节炎(OA)中的作用知之甚少。我们从基因表达总库(Gene Expression Omnibus)数据库下载了 OA 基因数据和相应信息。基于 36 个 m5C 调控因子,我们构建了 OA 的景观和诊断模型。随后,我们确定了两种m5C修饰模式,并进行了功能分析,以评估这些模式是否与内质网(ER)应激和线粒体自噬有关。我们进一步全面分析了 OA 不同修饰模式下的免疫细胞浸润特征。我们还建立了转录后调控网络和药物基因网络。我们的研究结果表明,m5C调节因子在OA和正常样本中存在差异表达,可作为诊断OA的新型生物标记物。此外,m5C调节因子可能参与调控OA中的ER应激、线粒体自噬和免疫浸润。m5C修饰可影响对药物的敏感性,而潜在的转录后调控机制可能提供有前景的靶点。
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
4.10
自引率
6.20%
发文量
179
审稿时长
4-8 weeks
期刊介绍: The primary aims of Computer Methods in Biomechanics and Biomedical Engineering are to provide a means of communicating the advances being made in the areas of biomechanics and biomedical engineering and to stimulate interest in the continually emerging computer based technologies which are being applied in these multidisciplinary subjects. Computer Methods in Biomechanics and Biomedical Engineering will also provide a focus for the importance of integrating the disciplines of engineering with medical technology and clinical expertise. Such integration will have a major impact on health care in the future.
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