Identification of ferroptosis-related genes and potential drugs in osteoarthritis.

IF 4.8 3区 医学 Q2 CELL BIOLOGY
Chao Song, Baoxin Shen, Chaoqi Chen, Lei Yang, Chi Zhang, Fei Liu, Feng Chen, Xiaofei Wu
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引用次数: 0

Abstract

Background: Osteoarthritis (OA) is a common chronic degenerative joint disease in orthopedics, and ferroptosis is a newly identified mode of cell death present in OA. Inhibition of inflammatory cytokine expression and modulation of chondrocyte ferroptosis related pathways may be novel strategies for the treatment of OA. The purpose of this work was to uncover prospective biomarkers and molecular processes of ferroptosis in OA, as well as to better understand the molecular mechanisms of ferroptosis in OA treated with resveratrol.

Material and methods: We obtained OA gene expression profiles from the Gene Expression Omnibus (GEO) database. OA-expressed ferroptosis-related genes were identified using Genecards data, differential gene analysis, and weighted gene co-expression network analysis. Enrichment analysis was utilized to identify signaling pathways and molecular mechanisms linked with ferroptosis in OA, while immune infiltration analysis indicated immune cell infiltration in OA. The action targets of resveratrol were taken from the TCM database to determine the therapeutic targets of resveratrol for the treatment of OA. To validate the molecular process, molecular docking was performed using the therapeutic targets' enrichment analysis. Finally, in vitro investigations confirmed the molecular mechanism of ferroptosis in resveratrol-treated OA.

Results: Bioinformatic analysis identified 462 OA ferroptosis gene sets, with GPX4, TFRC, SLC7A11, EGFR, and IL1B serving as significant hub genes. Enrichment analysis revealed that ferroptosis was also linked to animal mitophagy, the FoxO signaling pathway, the Toll-like receptor signaling pathway, the PI3K-Akt signaling pathway, inflammation, immune response activation, and cellular autophagy. The immune infiltration data revealed that T_cells_CD4_memory_resting, T_cells_CD4_memory_activated, NK_cells_activated, and Mast_cells_activated were considerably infiltrated in OA. Resveratrol ameliorated OA via modulating autophagy and ferroptosis via GPX4, TFRC, SLC7A11, EGFR, and IL1B, according to a mechanistic study.

Conclusion: We discovered the mechanism of GPX4, TFRC, SLC7A11, and EGFR, IL1B ferroptosis-related genes in OA, and preliminary evidence suggests that resveratrol improves OA by regulating ferroptosis and immunological processes, which may give a new route for OA treatment.

骨关节炎中铁中毒相关基因及潜在药物的鉴定。
背景:骨关节炎(OA)是骨科中一种常见的慢性退行性关节疾病,而铁下垂是一种新发现的OA细胞死亡模式。抑制炎症细胞因子表达和调节软骨细胞铁下垂相关途径可能是治疗OA的新策略。这项工作的目的是揭示OA中铁下垂的生物标志物和分子过程,以及更好地了解白藜芦醇治疗OA中铁下垂的分子机制。材料和方法:我们从gene expression Omnibus (GEO)数据库中获得OA基因表达谱。通过Genecards数据、差异基因分析和加权基因共表达网络分析,鉴定oa表达的凋亡相关基因。富集分析用于鉴定OA中铁下垂的信号通路和分子机制,免疫浸润分析用于鉴定OA中免疫细胞浸润。从中药数据库中提取白藜芦醇的作用靶点,确定白藜芦醇治疗OA的治疗靶点。为了验证分子过程,利用治疗靶点的富集分析进行了分子对接。最后,体外研究证实了白藜芦醇治疗OA后铁下垂的分子机制。结果:生物信息学分析鉴定出462个OA铁凋亡基因集,其中GPX4、TFRC、SLC7A11、EGFR和IL1B是重要的枢纽基因。富集分析显示,铁凋亡还与动物的有丝分裂、FoxO信号通路、toll样受体信号通路、PI3K-Akt信号通路、炎症、免疫反应激活和细胞自噬有关。免疫浸润数据显示,OA组织中T_cells_CD4_memory_resting、T_cells_CD4_memory_activated、NK_cells_activated和Mast_cells_activated均有明显浸润。根据一项机制研究,白藜芦醇通过GPX4、TFRC、SLC7A11、EGFR和IL1B调节自噬和铁凋亡来改善OA。结论:我们发现了GPX4、TFRC、SLC7A11和EGFR、IL1B铁沉相关基因在OA中的作用机制,初步证据表明白藜芦醇通过调节铁沉和免疫过程改善OA,可能为OA治疗提供新的途径。
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来源期刊
Inflammation Research
Inflammation Research 医学-免疫学
CiteScore
9.90
自引率
1.50%
发文量
134
审稿时长
3-8 weeks
期刊介绍: Inflammation Research (IR) publishes peer-reviewed papers on all aspects of inflammation and related fields including histopathology, immunological mechanisms, gene expression, mediators, experimental models, clinical investigations and the effect of drugs. Related fields are broadly defined and include for instance, allergy and asthma, shock, pain, joint damage, skin disease as well as clinical trials of relevant drugs.
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