Identification of novel hub genes and immune infiltration in atopic dermatitis using integrated bioinformatics analysis

被引:1
作者
Zhou, Yaguang [1 ,2 ,3 ]
Zhou, Yong [1 ]
Zhang, Suli [1 ,2 ]
Yu, Shui [3 ]
Li, Zizhuo [1 ,2 ]
Yang, Zhou [1 ]
Wu, You [1 ,2 ]
Zhao, Zigang [3 ]
Zhang, Han [1 ]
Li, Chengxin [1 ]
机构
[1] Chinese Peoples Liberat Army Gen Hosp, Med Ctr 1, Dept Dermatol, Beijing 100853, Peoples R China
[2] Med Sch Chinese PLA, Beijing 100853, Peoples R China
[3] Peoples Liberat Army Gen Hosp, Hainan Hosp, Dept Dermatol, Sanya 572013, Hainan, Peoples R China
基金
中国国家自然科学基金;
关键词
Atopic dermatitis; Bioinformatics; Hub genes; Immune cell infiltration; SKIN; PATHOGENESIS; DEFECTS; CELLS;
D O I
10.1038/s41598-024-73244-8
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
The aim of this study was to identify key genes and investigate the immunological mechanisms of atopic dermatitis (AD) at the molecular level via bioinformatics analysis. Gene expression profiles (GSE32924, GSE107361, GSE121212, and GSE230200) were obtained for screening common differentially expressed genes (co-DEGs) from the gene expression omnibus database. Functional enrichment analysis, protein-protein interaction network and module construction, and identification of common hub genes were performed. Hub genes were validated using receiver operating characteristic curve analysis based on GSE130588 and GSE16161. NetworkAnalyst was used to detect microRNAs (miRNAs) and transcription factors (TFs) associated with the hub genes. The immune cell infiltration was analyzed using the CIBERSORT algorithm to further analyze the correlation between hub genes and immune cells. A total of 146 co-DEGs were obtained, showing significant enrichment in cytokine-cytokine receptor interaction and JAK-STAT signaling pathway. Seven hub genes were identified by Cytoscape and validated with external datasets. Subsequent prediction of miRNAs and TFs targeting these hub genes revealed their regulatory roles. Analysis of immune cell infiltration and correlation revealed a significant positive correlation between CCL22 expression and the number of dendritic cells activated. The identified hub genes represent potential diagnostic and therapeutic targets in the immunological pathogenesis of AD.
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页数:12
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