Identification of key miRNA signature and pathways involved in multiple myeloma by integrated bioinformatics analysis. Issue 1 (1st January 2021)

• Record Type: Journal Article
• Authors: Dong, Xiushuai; Lu, Gang; Su, Xianwei; Liu, Jie; Chen, Xi; Tian, Yaoyao; Chang, Yuying; Wang, Lianjie; Wang, Wei; Zhou, Jin
• Is Part Of: Hematology. Volume 26:Issue 1(2021)
• Page Start: 976
• Page End: 984
• Publication Date: 2021-01-01
• Subjects: Multiple myeloma -- miRNA expression profile -- network analysis -- random walk algorithm; Blood -- Diseases -- Periodicals; Hematology -- Periodicals; Blood -- Transfusion -- Periodicals; 616.15005
• DOI: 10.1080/16078454.2021.2003980
• Languages: English
• ISSNs: 1024-5332

Abstract

ABSTRACT: Objectives: : Multiple myeloma (MM) is one of the most common types of hematologic malignancy for which the underlying molecular mechanisms remain largely unclear. Dysregulated miRNA expression has been shown to be involved in MM tumorigenesis, progression and drug response. Therefore, a comprehensive analysis based on miRNA-level integrated strategy was performed. Methods: : This study aimed to elucidate key miRNA signatures and pathways in MM by integrated bioinformatics analysis. Expression profiles GSE24371, GSE49261 and GSE54156 were obtained from the Gene Expression Omnibus database, and differentially expressed miRNAs (DEMirs) with p < 0.05 were identified. The target genes of these DEMirs were obtained from ENCORI database, and functional enrichment, subpathway enrichment and protein–protein interaction network construction were performed. The key target genes were identified by random walk algorithm and survival verification was performed. Results : and discussion: First, six up-regulated and four down-regulated DEMirs shared between any two GSE data sets were identified. Second, target genes (DEMirTGs) by up-regulated and down-regulated DEMirs were obtained. Functional and subpathway enrichment analysis showed that these up-regulated DEMirs are consistently involved in the Wnt signaling pathway. Moreover, enrichment of the down-regulated DEMirs is mainly in the MAPK signaling pathway. Finally, a protein–protein interaction sub-network for these DEMirTGs was constructed, the correlations between the two key genes were identified and survival in MM was evaluated using multiple independent data sets. Conclusion: : We identified miRNA signatures and key target genes that were closely related to MM biology, and these genes might serve as potential therapeutic targets for MM patients.