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Analysis of Combinatorial miRNA Treatments to Regulate Cell Cycle and Angiogenesis
Published on: March 30, 2019
Exploration and validation of downregulated microRNA-199a-3p, downstream messenger RNA targets and transcriptional
Wen-Ting Huang1, An-Gui Liu2, Kai-Teng Cai2
1Department of Pathology, The First Affiliated Hospital of Guangxi Medical University Nanning, Guangxi Zhuang Autonomous Region, P. R. China.
Abstract:
Osteosarcoma (OS) is a primary bone tumor with a high incidence and mortality in children and adolescents. Emerging evidence shows that microRNAs (miRNAs) participate in biological tumor mechanisms by targeting downstream messenger RNAs (mRNAs). This article aimed to investigate the potential regulatory targets of microRNA-199a-3p (miR-199a-3p) in OS and to contribute to the understanding of miR-199a-3p-related OS regulatory mechanisms. MicroRNA-related Gene Expression Omnibus (GEO) chips, ArrayExpress chips and literature data were used to determine the expression of miR-199a-3p in OS and pooled to explore its potential clinical value. To investigate the target genes of miR-199a-3p further, we integrated the results from the following three-part gene study: Twelve online prediction tools were used to predict the target genes of miR-199a-3p; the GEO GSE89370 chip transfected with miRSelect pEP-miR-199a-3p was used to analyze the downregulated differentially expressed genes (DEGs) in OS cells; and highly expressed DEGs were derived from an in-house microarray generated from three pairs of clinical OS and normal tissue samples acquired through our department. Then, we analyzed the target genes using the Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) databases and the protein-protein interaction (PPI) network to further identify the primary target genes. In addition, we constructed transcription factor (TF)-miRNA-joint gene feed-forward regulatory loops (FFLs) with Circuits DB using miR-199a-3p as the core. A comprehensive meta-analysis of a hub of miR-199a-3p targeted genes was performed to integrate expression level, summary ROC (sROC) curves and survival analysis results from the GEO data for verification and exploration. Finally, the expression levels of the hub genes were verified in OS tissues and U2OS cells by immunohistochemistry (IHC) and immunocytochemistry (ICC). Data on miR-199a-3p expression were obtained from three data sets (GSE65071, GSE69524, and PMID 21666078), which showed low miR-199a-3p expression levels in OS tissues. The combined data indicated the same tendency, with the SMD of the random effect model, as shown in forest plots, being -2.8 (95% CI: -4.49, -1.11). In addition, we determined that miR-199a-3p may serve as a molecular marker useful for distinguishing OS tissues from normal tissues with high sensitivity and specificity, with the measured outcomes being 0.94 (95% CI: 0.80, 0.99) and 0.96 (95% CI: 0.78, 1.00), respectively. In addition, 391 genes were considered targets of miR-199a-3p in OS, and the enrichment analysis indicated that these targets were mainly enriched in proteoglycans in cancer and in spliceosomes. Four genes, CDKI, CCNB1, AURKA and NEK2, were regarded as hub targets based on the PPI data. Subsequently, TF-miRNA-joint genes FFLs were constructed in Circuits DB and included 17 TFs and 82 joint targets. These joint targets were mainly enriched in spliceosomes. UBE2D1 and RBM25 were regarded as hub joint targets based on the enrichment analysis. All selected target genes were further verified to ensure that they were upregulated in OS and to determine their prognostic significance. At the experimental verification level, the CDK1 protein was confirmed to be positively expressed in the cytoplasm of OS tissues and the U2OS cell line. Our study verified that miR-199a-3p was obviously downregulated in OS. CDK1, CCNB1, NEK2, AURKA, UBE2D1 and RBM25 were identified as potential target genes of miR-199a-3p in OS.
Insights
MicroRNA-199a-3p (miR-199a-3p) is downregulated in osteosarcoma (OS), a bone cancer. This study identifies its key target genes, offering insights into OS regulation and potential biomarkers.
Area of Science:
- Oncology
- Molecular Biology
- Genetics
Background:
- Osteosarcoma (OS) is a primary bone tumor with high incidence and mortality in children and adolescents.
- MicroRNAs (miRNAs) are crucial regulators of gene expression involved in tumor development.
- Understanding the role of specific miRNAs, like miR-199a-3p, in OS is vital for therapeutic strategies.
Purpose of the Study:
- To investigate the potential regulatory targets of microRNA-199a-3p (miR-199a-3p) in osteosarcoma (OS).
- To elucidate the miR-199a-3p-related regulatory mechanisms in OS.
- To explore the clinical value of miR-199a-3p as a potential biomarker for OS.
Main Methods:
- Meta-analysis of miRNA and gene expression data from public databases (GEO, ArrayExpress) and literature.
- Bioinformatic prediction of miR-199a-3p target genes using multiple online tools.
- Analysis of differentially expressed genes (DEGs) in OS cells and tissues, followed by Gene Ontology (GO), Kyoto Encyclopedia of Genes and Genomes (KEGG), and protein-protein interaction (PPI) network analysis.
- Construction of transcription factor (TF)-miRNA-joint gene feed-forward regulatory loops (FFLs).
- Experimental validation of hub gene expression in OS tissues and cell lines using immunohistochemistry (IHC) and immunocytochemistry (ICC).
Main Results:
- miR-199a-3p was significantly downregulated in OS tissues compared to normal tissues, indicating its potential as a diagnostic marker (AUC 0.94-0.96).
- 391 target genes of miR-199a-3p in OS were identified, primarily enriched in pathways like 'proteoglycans in cancer' and 'spliceosomes'.
- CDK1, CCNB1, AURKA, and NEK2 were identified as hub target genes. UBE2D1 and RBM25 were identified as hub joint targets in FFLs.
- Experimental validation confirmed the upregulation of CDK1 protein in OS tissues and cell lines.
Conclusions:
- miR-199a-3p plays a suppressive role in osteosarcoma development.
- CDK1, CCNB1, NEK2, AURKA, UBE2D1, and RBM25 are identified as key downstream targets of miR-199a-3p in OS.
- miR-199a-3p and its target genes represent potential therapeutic targets and diagnostic biomarkers for osteosarcoma.
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