Construction of microRNA-messenger networks for human osteosarcoma
Guifu Ma1, Chao Zhang1, Wenyuan Luo1
1Department of Orthopedics, Gansu Provincial Hospital, Lanzhou, China.
Abstract:
Osteosarcoma is the most common bone tumor in children and young adults. Although the microRNAs (miRNA) expression analyses of osteosarcoma have been performed previously, the construction of miRNA-messenger RNA (mRNA) networks for osteosarcoma is needed. This study aimed to identify osteosarcoma-related miRNAs through analyzing the microarray datasets and to construct the regulatory network of miRNA-mRNA for human osteosarcoma. The datasets were extracted from the Gene Expression Omnibus and the differentially expressed miRNAs were screened through the limma package in Bioconductor. Genes targeted by the differentially expressed miRNAs were screened out by using the Miranda, MirTarget2, PicTar, PITA, and TargetScan databases. The predicted target genes were further analyzed by Gene Ontology and pathway enrichment analysis and a regulatory network of differentially expressed miRNAs and their target osteosarcoma-associated genes was constructed. A total of 36 downregulated miRNAs and 182 upregulated miRNAs were identified in osteosarcoma samples compared with normal samples and 397 target genes for upregulated miRNAs and 222 target genes for downregulated miRNAs were obtained. The enriched pathways for target genes of differentially expressed miRNAs included transcriptional misregulation in cancer, the AMPK signaling pathway, and MAPK signaling pathway. In the regulatory network, has-miR-199a-5p targeted the highest number of genes and nemo-like kinase (NLK) was targeted by five miRNAs (hsa-miR-140-5p, hsa-miR-107, hsa-miR-324-5p, hsa-miR-199a-5p, and hsa-miR-28-5p). The has-miR-324-5p targets NLK, TGFB2, and PPARG. These miRNAs and their target genes may serve as potential therapeutic targets of osteosarcoma.
Insights
This study identifies key microRNAs (miRNAs) and their target genes involved in osteosarcoma, a common bone cancer. These findings offer potential new therapeutic targets for osteosarcoma treatment.
Area of Science:
- Oncology
- Molecular Biology
- Bioinformatics
Background:
- Osteosarcoma is the most frequent bone tumor in pediatric and young adult populations.
- Previous microRNA (miRNA) expression analyses in osteosarcoma exist, but a comprehensive miRNA-messenger RNA (mRNA) regulatory network is lacking.
Purpose of the Study:
- To identify osteosarcoma-specific miRNAs using microarray data analysis.
- To construct a regulatory miRNA-mRNA network for human osteosarcoma.
- To uncover potential therapeutic targets for osteosarcoma.
Main Methods:
- Utilized Gene Expression Omnibus (GEO) datasets for miRNA expression analysis.
- Screened differentially expressed miRNAs using the limma package.
- Identified miRNA targets through multiple databases (Miranda, MirTarget2, PicTar, PITA, TargetScan).
- Performed Gene Ontology and pathway enrichment analysis on target genes.
- Constructed a miRNA-mRNA regulatory network.
Main Results:
- Identified 36 downregulated and 182 upregulated miRNAs in osteosarcoma.
- Obtained 397 target genes for upregulated miRNAs and 222 for downregulated miRNAs.
- Enriched pathways included transcriptional misregulation in cancer, AMPK, and MAPK signaling.
- has-miR-199a-5p targeted the most genes; NLK was targeted by five miRNAs.
- has-miR-324-5p was identified as targeting NLK, TGFB2, and PPARG.
Conclusions:
- The constructed miRNA-mRNA network provides insights into osteosarcoma pathogenesis.
- Specific miRNAs and their target genes, such as those involving NLK, TGFB2, and PPARG, represent promising candidates for osteosarcoma therapy.
Related Concept Videos
MicroRNAs
MicroRNAs
What are Second Messengers?
Amplifying Signals via Second Messengers
Protein Networks
These interactions can be represented through maps depicting protein-protein interaction networks, represented as nodes and edges. Nodes are circles that are representative of a protein,...
Protein Networks


