EBD

EBD aggregates and standardizes eye biomarker data from multiomics studies to support research on diagnosis, prognosis, and management of ocular and systemic diseases.

Key Features:

• Comprehensive Data Compilation: The database includes 889 biomarkers linked to 26 ocular diseases and 939 eye biomarkers associated with 181 systemic conditions, highlighting ocular indicators of neurological, renal, and cardiovascular disorders.
• Nonbiomarker Catalog: Catalogs 78 nonbiomarkers that were previously investigated but determined not to serve as valid biomarkers.
• Multiomics Integration: Biomarker entries are derived from comprehensive multiomics profiling.
• Biological Function and Network Analysis: Incorporates biological function analysis and network topology characteristics for ocular disease biomarkers to identify hub pathways and common network features.
• Data Standardization: Standardizes collected biomarker data for consistent representation across studies.

Scientific Applications:

• Biomarker discovery and validation: Aids identification of candidate biomarkers linked to eye disorders and related systemic diseases.
• Pathway and network analysis: Enables identification of hub pathways and common network features across ocular disease biomarkers.
• Translational research: Supports investigation of diagnostic, prognostic, and management markers in ophthalmology and systemic conditions.
• Interdisciplinary studies: Facilitates research on ocular manifestations of neurological, renal, and cardiovascular diseases.

Methodology:

Collection and standardization of eye biomarker data from multiomics studies, followed by biological function analysis and network topology characterization.