RummaGEO

RummaGEO enables gene expression signature search across human and mouse RNA sequencing perturbation studies extracted from the Gene Expression Omnibus (GEO).

Key Features:

• Automatic Sample Grouping: RummaGEO automatically partitions studies into groups for differential expression analysis.
• Gene Set Search: The platform supports search for gene sets against the extracted gene expression signatures.
• PubMed Search: The contents of RummaGEO are served for PubMed-based literature search.
• Metadata Search: The platform enables metadata search across the processed GEO studies.
• Global Pattern Analysis: RummaGEO supports analysis of its contents to identify patterns and perform global analyses.

Scientific Applications:

• GEO Study Identification: Users can identify relevant GEO studies based on their own gene expression results.
• Integrative Analysis: Users can incorporate RummaGEO into analysis workflows for integrative analyses.
• Hypothesis Generation: The platform supports hypothesis generation from gene expression signature matches.

Methodology:

RummaGEO automatically identifies groups of samples and computes differential expressions to extract gene sets from each study.