multi-omic integration analysis
A comprehensive approach combining genomic, transcriptomic, proteomic, and metabolomic data to understand tumor biology.
Full Definition
Multi-omic integration analysis combines data from multiple molecular layers including DNA mutations, RNA expression, protein levels, and metabolite profiles to create comprehensive tumor characterizations. This systems-level approach reveals relationships between genetic alterations and their functional consequences, identifies novel therapeutic targets, and provides more accurate predictions of treatment response than single-platform analyses. The integration helps bridge the gap between genotype and phenotype in precision oncology applications.
Usage
Usage note: Hyphenate 'multi-omic'. Emphasizes integration across multiple molecular data types.
In Context
- "Multi-omic integration analysis revealed post-transcriptional regulation masking genomic alterations." — Systems biology research paper
- "Integration of multi-omic data provided a more complete picture of tumor vulnerabilities." — Precision medicine case study