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Published on: May 21, 2019
Network of microRNAs-mRNAs interactions in pancreatic cancer
Elnaz Naderi1, Mehdi Mostafaei2, Akram Pourshams1
1Liver and Pancreatobiliary Diseases Research Center, Digestive Diseases Research Institute, Tehran University of Medical Sciences, Tehran, Iran.
Background:
MicroRNAs are small RNA molecules that regulate the expression of certain genes through interaction with mRNA targets and are mainly involved in human cancer. This study was conducted to make the network of miRNAs-mRNAs interactions in pancreatic cancer as the fourth leading cause of cancer death.
Methods:
56 miRNAs that were exclusively expressed and 1176 genes that were downregulated or silenced in pancreas cancer were extracted from beforehand investigations. MiRNA-mRNA interactions data analysis and related networks were explored using MAGIA tool and Cytoscape 3 software. Functional annotations of candidate genes in pancreatic cancer were identified by DAVID annotation tool.
Results:
This network is made of 217 nodes for mRNA, 15 nodes for miRNA, and 241 edges that show 241 regulations between 15 miRNAs and 217 target genes. The miR-24 was the most significantly powerful miRNA that regulated series of important genes. ACVR2B, GFRA1, and MTHFR were significant target genes were that downregulated.
Conclusion:
Although the collected previous data seems to be a treasure trove, there was no study simultaneous to analysis of miRNAs and mRNAs interaction. Network of miRNA-mRNA interactions will help to corroborate experimental remarks and could be used to refine miRNA target predictions for developing new therapeutic approaches.
Insights
This study maps microRNA-mRNA interactions in pancreatic cancer, identifying miR-24 as a key regulator. This network analysis aids in understanding pancreatic cancer and developing new therapeutic strategies.
Area of Science:
- Genomics
- Molecular Biology
- Oncology
Background:
- MicroRNAs (miRNAs) are small RNA molecules regulating gene expression.
- miRNAs play a significant role in human cancer development.
- Pancreatic cancer is the fourth leading cause of cancer-related mortality.
Purpose of the Study:
- To construct a comprehensive network of miRNA-mRNA interactions in pancreatic cancer.
- To identify key regulatory miRNAs and their target genes involved in pancreatic cancer.
Main Methods:
- Utilized data from 56 exclusively expressed miRNAs and 1176 downregulated genes in pancreatic cancer.
- Analyzed miRNA-mRNA interactions and networks using MAGIA and Cytoscape 3 software.
- Performed functional annotation of candidate genes using DAVID annotation tool.
Main Results:
- Developed a network comprising 217 mRNA nodes, 15 miRNA nodes, and 241 regulatory edges.
- Identified miR-24 as the most potent miRNA, regulating numerous critical genes.
- Found ACVR2B, GFRA1, and MTHFR among the significant downregulated target genes.
Conclusions:
- This is the first study to simultaneously analyze miRNA-mRNA interactions in pancreatic cancer.
- The constructed network can validate experimental findings and refine miRNA target predictions.
- This network provides a foundation for developing novel therapeutic approaches for pancreatic cancer.
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