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顺利获得生物信息学和实验验证鉴定 RSAD2 为系统性红斑狼疮中铁代谢与树突状细胞活化之间的关键生物标志物
Authors Qian H, Gao S, Zhang T, Xie Y, Chen S, Hong Y , Wu X, Xing Z, Kong L, Mo J, Lin Y, Zheng A, Wang W , Wang L, Hua C
Received 23 October 2024
Accepted for publication 27 February 2025
Published 14 March 2025 Volume 2025:18 Pages 3859—3878
DOI http://doi.org/10.2147/JIR.S500115
Checked for plagiarism Yes
Review by Single anonymous peer review
Peer reviewer comments 2
Editor who approved publication: Dr Xiaoyu Liu
Hengrong Qian,1,* Sheng Gao,2,* Ting Zhang,3,* Yuanyuan Xie,4,* Siyan Chen,5,* Yanggang Hong,1,* Xinlei Wu,1 Zhouhang Xing,4 Lingjie Kong,1 Jintao Mo,6 Yiming Lin,6 Anzhe Zheng,1 Wenqian Wang,7 Liangxing Wang,8 Chunyan Hua4
1School of the 2nd Clinical Medical Sciences, Wenzhou Medical University, Wenzhou, Zhejiang Province, People’s Republic of China; 2Laboratory Animal Center, Wenzhou Medical University, Wenzhou, Zhejiang Province, People’s Republic of China; 3Department of Rheumatology, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang Province, People’s Republic of China; 4School of Basic Medical Sciences, Wenzhou Medical University, Wenzhou, Zhejiang Province, People’s Republic of China; 5School of Ophthalmology & Optometry, School of Biomedical Engineering, Wenzhou Medical University, Wenzhou, Zhejiang Province, People’s Republic of China; 6School of the 1st Clinical Medical Sciences, Wenzhou Medical University, Wenzhou, Zhejiang Province, People’s Republic of China; 7Department of Plastic Surgery, The Second Affiliated Hospital and Yuying Children’s Hospital of Wenzhou Medical University, Wenzhou, Zhejiang Province, People’s Republic of China; 8Key Laboratory of Heart and Lung, Division of Pulmonary Medicine, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang Province, People’s Republic of China
*These authors contributed equally to this work
Correspondence: Chunyan Hua, School of Basic Medical Sciences, Wenzhou Medical University, Wenzhou, Zhejiang Province, 325035, People’s Republic of China, Tel/Fax +86-577-86689769, Email huachunyan@wmu.edu.cn Liangxing Wang, Key Laboratory of Heart and Lung, Division of Pulmonary Medicine, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang Province, 325035, People’s Republic of China, Email wangliangxing@wzhospital.cn
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.
Keywords: systemic lupus erythematosus, dendritic cell, iron metabolism, biomarker, RSAD2, inflammation