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RNA Pull-down Procedure to Identify RNA Targets of a Long Non-coding RNA
Published on: April 10, 2018
Identification of Immune-Related Long Non-Coding RNAs for Pulpitis Prediction Based on Competing Endogenous RNAs
Yuexuan Xu1, Lingxian Liu1, Yinquan Chen1
1Intelligent Systems and Optimization Integration, School of Automation, Guangdong University of Technology, Guangzhou, China.
Introduction And Aims:
Pulpitis is a chronic inflammatory disease affecting oral health. We aim to identify immune-related lncRNAs via bioinformatics analyses and explore their functions through ceRNA networks.
Methods:
The expression profiles of 6 patients with pulpitis and 8 normal dental pulp have been obtained from Genome Sequence Archive. The differentially expressed long non-coding RNAs (lncRNAs) between pulpitis and healthy samples were identified and the classification model was established by LASSO regression. We conducted single-sample gene-set enrichment analysis (ssGSEA) to determine the immune-related lncRNAs and screened their hallmark pathways. Further, weighted correlation network analysis (WGCNA) was performed to verify the function of immune lncRNAs. Finally, we constructed the lncRNA-miRNA-mRNA ceRNA network considering miRNA-target relationship from miRanda, negative miRNA-target expression correlation, and positive lncRNA-mRNA expression correlation.
Results:
A classification model of 5 lncRNAs was constructed. The lncRNAs CARD8-AS1 and LINC00924 were significantly related with immunity by ssGSEA. Further hallmark pathway analysis revealed that screened lncRNAs were significantly correlated with immune. WGCNA results implied CARD8-AS1 was in the Grey module and LINC00924 in the Brown module. Both Grey and Brown modules are significantly enriched in immune-related biological functions based on enrichment analysis. The immune-related ceRNA network was constructed for the lncRNAs CARD8-AS1 and LINC00924. Three miRNAs hsa-miR-3065-5p, hsa-miR-3910, and hsa-miR-514a-3p regulated both CARD8-AS1 and LINC00924. Particularly, CARD8-AS1 was confirmed to interact with immune-related genes through miRDB and TargetScan analyses. CARD8-AS1-associated mRNAs (PTGS2, NLRP3, and CXCL3) were identified through both functional enrichment analysis and a ceRNA network involving lncRNA-miRNA-mRNA interactions. These mRNAs showed significant enrichment in immune-related pathways such as the JAK-STAT signaling pathway, complement system, and TLR signaling.
Conclusion:
The study found that lncRNA CARD8-AS1 and CARD8-AS1-based ceRNA network play an important role in regulating the immune response in pulpitis, and immune lncRNAs such as CARD8-AS1 can serve as new markers for non-invasive diagnosis.
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