ModMine
ModMine aggregates heterogeneous genomic and functional genomics datasets and provides integrated querying and analysis support for large-scale projects such as modENCODE.
Key Features:
- Complex Data Integration: Integrates diverse datasets from multiple sources into cohesive biological databases for comprehensive coverage.
- Customizable Query Facility: Provides a flexible query builder that enables fast, precise retrieval of integrated data tailored to specific research questions.
- Extensible Data Model: Supports addition of new data types and schema extensions to accommodate evolving scientific data.
- Analysis Tools: Includes genomic region search capabilities and a library of "widgets" for statistical and exploratory analyses.
- Data Export Options: Exports query and analysis results in numerous commonly used formats to support downstream workflows.
- Web Services and Client Libraries: Exposes comprehensive web services and client libraries available in five widely used programming languages for programmatic access.
Scientific Applications:
- Large-scale functional genomics projects (e.g., modENCODE): Organizes, retrieves, and integrates heterogeneous datasets to support project-scale data management and analysis.
- Gene function and regulation analysis: Enables investigation of gene function, regulatory elements, and regulatory relationships within integrated datasets.
- Interaction network and comparative analyses: Supports analysis of interaction networks and comparative studies across various organisms.
Methodology:
Built using the InterMine open-source framework to construct extensible data warehouses that integrate heterogeneous biological datasets and expose web services and client libraries.
Topics
Details
- License:
- LGPL-2.1
- Maturity:
- Mature
- Cost:
- Free of charge
- Tool Type:
- api, web application
- Operating Systems:
- Linux, Mac
- Programming Languages:
- R, Ruby, Java, Python, JavaScript, Perl
- Added:
- 11/27/2019
- Last Updated:
- 11/25/2024
Operations
Data Inputs & Outputs
Data retrieval
Outputs
Publications
Smith RN, Aleksic J, Butano D, Carr A, Contrino S, Hu F, Lyne M, Lyne R, Kalderimis A, Rutherford K, Stepan R, Sullivan J, Wakeling M, Watkins X, Micklem G. InterMine: a flexible data warehouse system for the integration and analysis of heterogeneous biological data. Bioinformatics. 2012;28(23):3163-3165. doi:10.1093/bioinformatics/bts577. PMID:23023984. PMCID:PMC3516146.