Genie

Genie prioritizes genes by analyzing gene-linked PubMed abstracts to identify genes relevant to specified research topics and across species through ortholog integration.

Key Features:

• Literature evaluation: Analyzes biomedical literature linked to genes and their orthologs using gene-related PubMed abstracts focused on user-defined research topics.
• Cross-species ortholog integration: Integrates orthologous relationships across species, exemplified by prioritizing zebrafish genes involved in heart development using human and mouse orthologs.
• High precision and benchmarking: Demonstrates precision up to 100% and outperforms other algorithms in benchmark comparisons, particularly when high sensitivity is required.
• Scalability: Supports analysis across a wide range of species and millions of genes.

Scientific Applications:

• Gene prioritization: Identifies and ranks genes most pertinent to specific research topics to guide targeted studies and hypothesis generation.
• Enrichment analysis: Shows high enrichment in differentially expressed genes from microarray experiments, supporting functional genomics and transcriptomics investigations.

Methodology:

Analyzes gene-related PubMed abstracts, links literature to genes and their orthologs, integrates information across species, and ranks/prioritizes genes according to relevance to user-defined topics.