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Identification of monocyte-associated biomarkers in systemic lupus erythematosus and their pan-cancer analysis

免疫系统 基因 免疫学 机制(生物学) 医学 癌症 单核细胞 计算生物学 生物信息学 生物 遗传学 内科学 认识论 哲学
作者
Huiting Chen,Jinxuan He,Linwei Wang,Yanbin Lin,Zhixiang Mou,Xiaoxuan Huang,Lan Chen
出处
期刊:Lupus [SAGE Publishing]
卷期号:32 (12): 1369-1380
标识
DOI:10.1177/09612033231204765
摘要

Immune dysregulation is not only a pathogenic mechanism in systemic lupus erythematosus (SLE) but also a potential cause of the link between SLE and cancer. The current understanding of SLE monocyte-associated biomarkers is limited, and the precise mechanism behind the link between SLE and cancer is uncertain. By using WGCNA and immune infiltration to analyze the GSE72326 dataset, we determined the most pertinent modules for monocytes and discovered eight candidate hub genes from them. The limma software was used to find genes that were differently expressed in SLE. The genes that overlapped between the two were chosen using a Venn diagram as the essential genes related to monocytes in SLE, and the essential genes were verified by several datasets. Correlation analysis and GSEA analysis were used to examine the probable immunological pathways connected to key genes. We examined the expression of hub genes in cancer and their interaction with monocytes using the GEPIA and TIMER databases to understand the significance of essential genes in tumorigenesis. In addition, we performed transcription factor identification. We discovered three biomarkers (IFI30, BLVRA, and RIN2) that are mostly involved in interferon-related signaling pathways and are associated with monocyte-mediated immune responses in SLE. The three important genes are also strongly expressed in a number of malignancies and have a relationship with monocytes. As a result, IFI30, BLVRA, and RIN2 may act as SLE-associated biomarkers of monocytes and as a bridge between SLE and tumors. We proposed that interferon-related signaling pathways might function as possible mediators of cancer risk in SLE.
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