{"title":"<i>FOXO3</i> as a potential diagnostic biomarker for autophagy in rheumatoid arthritis: A bioinformatics study.","authors":"Qian Deng, Zining Peng, Fanyu Meng, Wangxin Zeng, Mengyuan Zhu, Nian Liu, Weitian Yan, Jiangyun Peng","doi":"10.1080/08916934.2024.2423759","DOIUrl":null,"url":null,"abstract":"<p><p>This study aimed to identify genes associated with autophagy and potential diagnostic biomarkers by comparing the gene expression profiles of synovial tissues in patients with rheumatoid arthritis (RA) and healthy individuals, aiming to offer new insights for clinical treatment strategies. We used publicly available datasets to analyze differentially expressed genes (DEGs) between the synovial tissue of RA patients and healthy individuals. Then, we intersected these DEGs with autophagy-related genes to identify autophagy genes in the synovial tissue of RA patients. We further analyzed the biological processes and functions of these genes. Furthermore, we used machine learning to identify characteristic autophagy genes in RA synovial tissue. Finally, we examined the differential expression of these characteristic genes in the blood of RA patients using an external dataset. Our study identified <i>FOXO3</i> as a potential biomarker for diagnosing RA. <i>FOXO3</i> gene expression was downregulated in both the synovial tissue and blood of RA patients, suggesting its involvement in multiple biological processes such as local inflammation, oxidative stress, metabolic processes, and immune responses. Our findings suggest that <i>FOXO3</i> may be a novel biomarker for the clinical diagnosis of RA and may play a crucial role in the pathogenesis of RA. The study provides new insights into the molecular mechanisms of RA and potential new therapeutic targets.</p>","PeriodicalId":8688,"journal":{"name":"Autoimmunity","volume":"57 1","pages":"2423759"},"PeriodicalIF":3.3000,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Autoimmunity","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1080/08916934.2024.2423759","RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2024/11/5 0:00:00","PubModel":"Epub","JCR":"Q3","JCRName":"IMMUNOLOGY","Score":null,"Total":0}
引用次数: 0
Abstract
This study aimed to identify genes associated with autophagy and potential diagnostic biomarkers by comparing the gene expression profiles of synovial tissues in patients with rheumatoid arthritis (RA) and healthy individuals, aiming to offer new insights for clinical treatment strategies. We used publicly available datasets to analyze differentially expressed genes (DEGs) between the synovial tissue of RA patients and healthy individuals. Then, we intersected these DEGs with autophagy-related genes to identify autophagy genes in the synovial tissue of RA patients. We further analyzed the biological processes and functions of these genes. Furthermore, we used machine learning to identify characteristic autophagy genes in RA synovial tissue. Finally, we examined the differential expression of these characteristic genes in the blood of RA patients using an external dataset. Our study identified FOXO3 as a potential biomarker for diagnosing RA. FOXO3 gene expression was downregulated in both the synovial tissue and blood of RA patients, suggesting its involvement in multiple biological processes such as local inflammation, oxidative stress, metabolic processes, and immune responses. Our findings suggest that FOXO3 may be a novel biomarker for the clinical diagnosis of RA and may play a crucial role in the pathogenesis of RA. The study provides new insights into the molecular mechanisms of RA and potential new therapeutic targets.
本研究旨在通过比较类风湿性关节炎(RA)患者和健康人滑膜组织的基因表达谱,找出与自噬相关的基因和潜在的诊断生物标志物,从而为临床治疗策略提供新的见解。我们利用公开数据集分析了类风湿性关节炎患者和健康人滑膜组织的差异表达基因(DEGs)。然后,我们将这些 DEGs 与自噬相关基因交叉,以确定 RA 患者滑膜组织中的自噬基因。我们进一步分析了这些基因的生物学过程和功能。此外,我们还利用机器学习技术识别了 RA 滑膜组织中的特征性自噬基因。最后,我们利用外部数据集检测了这些特征基因在 RA 患者血液中的差异表达。我们的研究发现 FOXO3 是诊断 RA 的潜在生物标记物。在 RA 患者的滑膜组织和血液中,FOXO3 基因表达均出现下调,这表明它参与了多种生物过程,如局部炎症、氧化应激、代谢过程和免疫反应。我们的研究结果表明,FOXO3 可能是临床诊断 RA 的新型生物标记物,并可能在 RA 的发病机制中发挥关键作用。这项研究为了解 RA 的分子机制和潜在的新治疗靶点提供了新的视角。
期刊介绍:
Autoimmunity is an international, peer reviewed journal that publishes articles on cell and molecular immunology, immunogenetics, molecular biology and autoimmunity. Current understanding of immunity and autoimmunity is being furthered by the progress in new molecular sciences that has recently been little short of spectacular. In addition to the basic elements and mechanisms of the immune system, Autoimmunity is interested in the cellular and molecular processes associated with systemic lupus erythematosus, rheumatoid arthritis, Sjogren syndrome, type I diabetes, multiple sclerosis and other systemic and organ-specific autoimmune disorders. The journal reflects the immunology areas where scientific progress is most rapid. It is a valuable tool to basic and translational researchers in cell biology, genetics and molecular biology of immunity and autoimmunity.