Variomes

Variomes performs high-recall literature retrieval and automated triage of biomedical publications to identify and prioritize clinically actionable genomic variants for evidence-based interpretation.

Key Features:

• High-Recall Literature Search: Retrieves publications from pre-annotated collections such as MEDLINE and PubMed Central and yields on average +21.3% more relevant publications than LitVar.
• Clinical Decision-Support: Prioritizes variants, identifying 81.8% of clinically actionable variants within the top three search results.
• Efficiency and Accuracy: Returns relevant publications in the top-5 for almost two-thirds of queries and matched or exceeded LitVar in result count for 90% of a test set of 803 queries.

Scientific Applications:

• Oncology variant interpretation: Supports interpretation of genomic variants relevant to cancer by aggregating literature evidence.
• Personalized medicine: Aids prioritization of clinically actionable variants to inform individualized treatment decisions.
• Literature triage for variant curation: Enables high-recall retrieval and prioritization of publications for evidence-based variant curation workflows.

Methodology:

Searches pre-annotated biomedical literature collections (e.g., MEDLINE, PubMed Central) and applies advanced algorithms to assess and prioritize publication relevance to specific genomic variants; performance was evaluated by comparison to LitVar on a test set of 803 queries.