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miRNA Expression Analyses in Prostate Cancer Clinical Tissues
Published on: September 8, 2015
miRactDB characterizes miRNA-gene relation switch between normal and cancer tissues across pan-cancer
Abstract:
It has been increasingly accepted that microRNA (miRNA) can both activate and suppress gene expression, directly or indirectly, under particular circumstances. Yet, a systematic study on the switch in their interaction pattern between activation and suppression and between normal and cancer conditions based on multi-omics evidences is not available. We built miRactDB, a database for miRNA-gene interaction, at https://ccsm.uth.edu/miRactDB, to provide a versatile resource and platform for annotation and interpretation of miRNA-gene relations. We conducted a comprehensive investigation on miRNA-gene interactions and their biological implications across tissue types in both tumour and normal conditions, based on TCGA, CCLE and GTEx databases. We particularly explored the genetic and epigenetic mechanisms potentially contributing to the positive correlation, including identification of miRNA binding sites in the gene coding sequence (CDS) and promoter regions of partner genes. Integrative analysis based on this resource revealed that top-ranked genes derived from TCGA tumour and adjacent normal samples share an overwhelming part of biological processes, which are quite different than those from CCLE and GTEx. The most active miRNAs predicted to target CDS and promoter regions are largely overlapped. These findings corroborate that adjacent normal tissues might have undergone significant molecular transformations towards oncogenesis before phenotypic and histological change; and there probably exists a small yet critical set of miRNAs that profoundly influence various cancer hallmark processes. miRactDB provides a unique resource for the cancer and genomics communities to screen, prioritize and rationalize their candidates of miRNA-gene interactions, in both normal and cancer scenarios.
Insights
A new database, miRactDB, analyzes microRNA (miRNA)-gene interactions in normal and cancer tissues. It reveals key miRNAs influencing cancer hallmarks and suggests normal tissues undergo molecular changes before visible cancer development.
Area of Science:
- Genomics
- Molecular Biology
- Bioinformatics
Background:
- MicroRNAs (miRNAs) are known to regulate gene expression by both activation and suppression.
- A systematic, multi-omics approach to understand miRNA-gene interaction shifts between normal and cancer states is lacking.
Purpose of the Study:
- To build miRactDB, a comprehensive database for miRNA-gene interactions.
- To investigate miRNA-gene interactions and their biological implications across various tissue types in normal and tumor conditions.
- To explore genetic and epigenetic mechanisms underlying miRNA-gene interactions.
Main Methods:
- Developed miRactDB, integrating data from TCGA, CCLE, and GTEx databases.
- Conducted comprehensive analysis of miRNA-gene interactions using multi-omics evidence.
- Identified miRNA binding sites in coding sequences (CDS) and promoter regions.
Main Results:
- Integrative analysis revealed distinct biological processes between TCGA tumor/normal samples and CCLE/GTEx data.
- A significant overlap was observed in active miRNAs targeting CDS and promoter regions.
- Adjacent normal tissues show molecular transformations indicative of early oncogenesis.
Conclusions:
- Adjacent normal tissues may exhibit pre-cancerous molecular changes.
- A small set of miRNAs significantly impacts cancer hallmark processes.
- miRactDB serves as a valuable resource for prioritizing miRNA-gene interactions in cancer research.
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