Research Article
Screening of Hub Genes Associated with Lupus Nephritis by Integrated Bioinformatic Analysis
Min Wang1, Xingruo Zeng2, Ning Zhu1, Liping Peng1, Jing Mao1, Li Huang1, Yameng Yang1 and Bin Wu1,✉
1. The First Affiliated Hospital of Yangtze University, Jingzhou, Hubei 434023, China.
2. Department of Immunology, School of Basic Medical Sciences, Wuhan University, Wuhan, Hubei 430000, China.
✉ Correspondence Bin Wu, Rheumatology and Immunology Department, The First Affiliated Hospital of Yangtze University, 8 Hangkong Road, Shashi District, Jingzhou, Hubei 434023, China. Email: [email protected] number: 18972161267. Received: May 2, 2021; Accepted: November 9, 2021; Published: April 2, 2022. Cite this paper: Min Wang, Xingruo Zeng, Ning Zhu, Liping Peng, Jing Mao, Li Huang, Yameng Yang and Bin Wu. (2022) Screening of Hub Genes Associated with Lupus Nephritis by Integrated Bioinformatic Analysis. Global Journal of Immunology, 3(1): 1-18. https://naturescholars.com/gji.030101. https://doi.org/10.46633/gji.030101 Copyright© 2022 by Scholars Publishing, LLC.
Abstract
Lupus Nephritis (LN) is one of the commonest complications of systemic lupus erythematosus which is characterized by autoimmune and tissue destruction. Elucidating the process in detail would be of great significance for clinical practice, however, the molecular mechanism underlying LN is not clear. In the study, GSE112943 and GSE81622 were retrieved from Gene Expression Omnibus database (GEO), and the differentially expressed genes (DEGs) were identified by GEO2R. Among these DEGs, 42 genes were up-regulated, and 7 genes were down-regulated. The functions and signaling pathways of these DEGs were analyzed systematically, and protein-protein interaction (PPI) networks of these DEGs were established through the search tool for the retrieval of interacting genes (STRING) database. 10 hub genes (IFI44, RSAD2, IFI44L, IFI27, MX1, IFIT3, IFIT1, IFI6, OAS3 and IFIT2) were screened out by the plug-in CytoHubba in Cytoscape. Expression level, diagnosis value as well as correlation with glomerular filtration rate (GFR) expression of these hub genes for LN patients were investigated in GEO datasets and Nephroseq v5 online platform. The results showed that eight of these hub genes were found highly expressed in LN tissues and significantly related to the diagnosis (AUC>0.7; p<0.05). In addition, these hub genes were negatively related to the GFR level of LN patients. In conclusion, the hub genes and pathways that were related to the development of LN were screened out, which could provide a new insight for the future molecularly targeted therapy and diagnostic evaluation.
Key words: Lupus Nephritis (LN), Bioinformatics, Differentially Expressed Genes (DEGs), Hub Genes, diagnosis.