Analysis of Key Genes and Immune Infiltration Mechanism of Primary Sj?gren's Syndrome and Prediction of Targeted Traditional Chinese Medicine Based on Bioinformatics
- VernacularTitle:基于生物信息学分析原发性干燥综合征的关键基因和免疫浸润机制及靶向中药预测
- Author:
Xinzhu YUAN
1
;
Lingqin LI
;
Huan DU
;
Changwei LIN
;
Zujun YUAN
;
Yanjiang WANG
;
Baofu WANG
;
Xisheng XIE
Author Information
- Keywords: Sj?gren's syndrome; GEO database; Bioinformatics; Immune infiltration
- From: World Science and Technology-Modernization of Traditional Chinese Medicine 2023;25(11):3592-3604
- CountryChina
- Language:Chinese
- Abstract: Objective Using bioinformatics methods to study the immune infiltration mechanism of Primary Sj?gren's syndrome(pSS)and to explore potential target Chinese medicines,which can provide new directions for the clinical treatment of pSS.Methods Gene expression profile microarray dataset of pSS was downloaded from the GEO database,differential genes were screened using R software,and gene ontology(GO)and gene pathway enrichment(KEGG)enrichment analysis was performed on these differential genes.Protein interaction network analysis of differential genes was performed by applying the STRING database,key genes were screened by using Cytoscape,and ELISA for the verification of key genes expression.Immune infiltration and correlation of immune cells in pSS were calculated by CIBERSORT inverse convolution method in 22.Finally,the herbal prediction of key target genes was performed by using the Coremine Medical database.Results A total of 232 differential genes were obtained,of which 207 were up-regulated and 25 were down-regulated.GO was mainly enriched in:leukocyte mediated immunity,lymphocyte mediated immunity,leukocyte cell-cell adhesion,etc;KEGG was mainly enriched in Hematopoietic cell lineage,Primary immunodeficiency,Intestinal immune network for IgA production,Phagosome,Leishmaniasis.Ten key genes were screened:PTPRC,CD19,LCP2,CCR5 and CD69 etc.The hub genes expression in the pSS is the same as that of GSE40611.Immune infiltration showed that memory B cells,T cells CD4 memory activated,and T cells CD4 na?ve were highly expressed in the pSS.Immune cell correlation analysis showed a positive correlation between initial Monocytes and T cells regulatory(Tregs),a positive correlation between Macrophages M1 and B cell na?ve,and a negative correlation between Plasma cells and T cells CD4 memory activated.COREMINE Medical predicted that Ginseng,Panax notoginseng,Tripterygium wilfordii,Burnet,Magnolia,and Strychni may treat pSS.Conclusion The development and progression of pSS are the results of the combined involvement of multiple genes and pathways.Memory B cells,T cells CD4 memory activated,and T cells CD4 na?ve may promote the development of pSS.The predicted Ginseng,Panax notoginseng,Tripterygium wilfordii,Burnet,Magnolia,Strychni may be used as target herbs for the potential treatment of pSS.
