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

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 workCorrespondence: 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 [email protected] 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 [email protected]: 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

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SHILAP Revista de lepidopterología
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2025-03-01
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Iron Metabolism and Disorders
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article

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

SHILAP Revista de lepidopterología
Iron Metabolism and Disorders
article

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

article en

Abstract

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 workCorrespondence: 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 [email protected] 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 [email protected]: 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

SHILAP Revista de lepidopterología
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Iron Metabolism and Disorders
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