Identification of RSAD2 as a Key Biomarker Linking Iron Metabolism and Dendritic Cell Activation in Systemic Lupus Erythematosus Through Bioinformatics and Experimental Validation.

IF 4.1 2区 医学 Q2 IMMUNOLOGY Journal of Inflammation Research Pub Date : 2025-03-14 eCollection Date: 2025-01-01 DOI:10.2147/JIR.S500115
Hengrong Qian, Sheng Gao, Ting Zhang, Yuanyuan Xie, Siyan Chen, Yanggang Hong, Xinlei Wu, Zhouhang Xing, Lingjie Kong, Jintao Mo, Yiming Lin, Anzhe Zheng, Wenqian Wang, Liangxing Wang, Chunyan Hua
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Abstract

Background: Systemic lupus erythematosus (SLE) is characterized by aberrant immune activation and disrupted iron metabolism, yet the molecular mediators that govern both processes remain unclear. This study aims to identify pivotal genes that modulate immune responses and iron metabolism, and to delineate their contributions to SLE pathogenesis.

Methods: Differentially expressed genes related to iron metabolism (IM-DEGs) were identified using datasets (GSE72326, GSE110169, GSE126307, and GSE50772) from the GEO database and the MSigDB. Functional enrichment analyses were performed on the iron metabolism related genes (IM-Genes). A weighted gene co-expression network analysis was constructed to identify hub genes, which were further refined as potential biomarkers using the least absolute shrinkage and selection operator method. The predictive value of these biomarkers was validated using receiver operating characteristic (ROC) curves and the nomogram. CIBERSORT was employed to evaluate immune cell infiltration in SLE. Additionally, the expression and function of RSAD2 were confirmed using RNA interference, quantitative real-time PCR, and Western blotting techniques.

Results: Bioinformatics analyses identified 4 potential biomarkers: RSAD2, MT2A, LCN2, and LTF. RSAD2 exhibited the highest clinical validity (AUC = 0.927) and was closely associated with classic diagnostic indicators. Its diagnostic potential was confirmed through ROC curve and nomogram, highlighting its role in SLE pathogenesis. Elevated RSAD2 expression was observed in peripheral blood mononuclear cells of SLE patients, positively correlating with activated dendritic cells (DCs). Notably, Rsad2 knockdown markedly impaired the function of activated DCs, as evidenced by suppressed expression of inflammatory mediators and iron metabolism-related genes.

Conclusion: Our findings suggest that RSAD2 is a potential diagnostic biomarker and therapeutic target for SLE, elucidating the intricate relationship between immune dysregulation and aberrant iron metabolism in activated DCs, which exacerbates SLE.

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RSAD2作为系统性红斑狼疮铁代谢和树突状细胞活化的关键生物标志物的生物信息学鉴定和实验验证。
背景:系统性红斑狼疮(SLE)以异常免疫激活和铁代谢紊乱为特征,但控制这两个过程的分子介质尚不清楚。本研究旨在确定调节免疫反应和铁代谢的关键基因,并描述它们在SLE发病机制中的作用。方法:使用GEO数据库和MSigDB中的数据集(GSE72326、GSE110169、GSE126307和GSE50772)鉴定铁代谢相关差异表达基因(IM-DEGs)。对铁代谢相关基因(IM-Genes)进行功能富集分析。构建加权基因共表达网络分析来识别枢纽基因,并使用最小绝对收缩和选择算子方法进一步细化枢纽基因作为潜在的生物标志物。使用受试者工作特征(ROC)曲线和nomogram验证这些生物标志物的预测价值。采用CIBERSORT评价SLE患者免疫细胞浸润情况。此外,RSAD2的表达和功能通过RNA干扰、实时荧光定量PCR和Western blotting技术得到证实。结果:生物信息学分析确定了4个潜在的生物标志物:RSAD2、MT2A、LCN2和LTF。RSAD2临床效度最高(AUC = 0.927),与经典诊断指标密切相关。通过ROC曲线和nomogram证实了其诊断潜力,强调了其在SLE发病机制中的作用。SLE患者外周血单个核细胞中RSAD2表达升高,与活化的树突状细胞(DCs)呈正相关。值得注意的是,Rsad2敲低显著损害了活化的dc的功能,炎症介质和铁代谢相关基因的表达受到抑制。结论:我们的研究结果表明,RSAD2是SLE的潜在诊断生物标志物和治疗靶点,阐明了活化dc中免疫失调和铁代谢异常之间的复杂关系,从而加剧了SLE。
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来源期刊
Journal of Inflammation Research
Journal of Inflammation Research Immunology and Microbiology-Immunology
CiteScore
6.10
自引率
2.20%
发文量
658
审稿时长
16 weeks
期刊介绍: An international, peer-reviewed, open access, online journal that welcomes laboratory and clinical findings on the molecular basis, cell biology and pharmacology of inflammation.
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