Explore the shared molecular mechanism between dermatomyositis and nasopharyngeal cancer by bioinformatic analysis

基因 生物 小RNA 鼻咽癌 计算生物学 病毒复制 基因表达 遗传学 生物信息学 病毒 医学 内科学 放射治疗
作者
Xiuqin Zhong,Jingjing Shang,Rongwei Zhang,Xiuling Zhang,Le Yu,Haitao Niu,Xinwang Duan
出处
期刊:PLOS ONE [Public Library of Science]
卷期号:19 (5): e0296034-e0296034 被引量:2
标识
DOI:10.1371/journal.pone.0296034
摘要

Background Dermatomyositis (DM) is prone to nasopharyngeal carcinoma (NPC), but the mechanism is unclear. This study aimed to explore the potential pathogenesis of DM and NPC. Methods The datasets GSE46239, GSE142807, GSE12452, and GSE53819 were downloaded from the GEO dataset. The disease co-expression module was obtained by R-package WGCNA. We built PPI networks for the key modules. ClueGO was used to analyze functional enrichment for the key modules. DEG analysis was performed with the R-package "limma". R-package “pROC” was applied to assess the diagnostic performance of hub genes. MiRNA-mRNA networks were constructed using MiRTarBase and miRWalk databases. Results The key modules that positively correlated with NPC and DM were found. Its intersecting genes were enriched in the negative regulation of viral gene replication pathway. Similarly, overlapping down-regulated DEGs in DM and NPC were also enriched in negatively regulated viral gene replication. Finally, we identified 10 hub genes that primarily regulate viral biological processes and type I interferon responses. Four key genes (GBP1, IFIH1, IFIT3, BST2) showed strong diagnostic performance, with AUC>0.8. In both DM and NPC, the expression of key genes was correlated with macrophage infiltration level. Based on hub genes’ miRNA-mRNA network, hsa-miR-146a plays a vital role in DM-associated NPC. Conclusions Our research discovered pivot genes between DM and NPC. Viral gene replication and response to type I interferon may be the crucial bridge between DM and NPC. By regulating hub genes, MiR-146a will provide new strategies for diagnosis and treatment in DM complicated by NPC patients. For individuals with persistent viral replication in DM, screening for nasopharyngeal cancer is necessary.
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