miRTissue
miRTissue provides tissue-specific analysis of human microRNA (miRNA)–target interactions by integrating validated miRNA–target interactions with miRNA, gene, and protein expression profiles across human tissues.
Key Features:
- Tissue-Specific Interaction Analysis: Integrates validated miRNA–target interactions with miRNA, gene, and protein expression profiles across 15 different human tissues to characterize where interactions are likely to occur.
- Validated Interaction Source: Uses experimentally validated interactions from the miRTarBase database.
- Expression Data Source: Incorporates miRNA, gene, and protein expression profiles derived from The Cancer Genome Atlas (TCGA) repository.
- Statistical Correlation and Significance: Calculates statistical correlations among miRNA, mRNA, and protein expression profiles per tissue and reports p-values for tissue-specific interaction significance.
- Interaction Type Identification: Leverages protein expression data to distinguish interactions leading to mRNA degradation from those causing translation inhibition.
- Comparative Tissue and Cancer Analyses: Provides analytical views for comparing interactions across different cancer types and tissue conditions.
Scientific Applications:
- Cancer Research: Enables comparison of miRNA–target interactions across cancer types and tissues to support identification of potential biomarkers or therapeutic targets.
- Gene Regulation Studies: Facilitates analysis of how miRNAs regulate gene expression in specific tissues to inform studies of development and disease mechanisms.
- Personalized Medicine: Supplies tissue-specific interaction data that can inform development of targeted therapeutic strategies based on individual expression profiles.
Methodology:
Integrates validated interactions from miRTarBase with miRNA, mRNA, and protein expression profiles from TCGA, computes statistical correlations among these expression datasets per tissue, assigns p-values for interaction significance, and uses protein expression patterns to infer interaction type (mRNA degradation versus translation inhibition).
Topics
Details
- License:
- Unlicense
- Maturity:
- Mature
- Cost:
- Free of charge
- Tool Type:
- api, web application
- Operating Systems:
- Linux, Windows, Mac
- Added:
- 8/11/2019
- Last Updated:
- 6/16/2020
Operations
Publications
Fiannaca A, La Rosa M, La Paglia L, Urso A. miRTissue: a web application for the analysis of miRNA-target interactions in human tissues. BMC Bioinformatics. 2018;19(S15). doi:10.1186/s12859-018-2418-5. PMID:30497361. PMCID:PMC6266954.