A computer-based visual or audio-visual system for characterization, analysis, and/or organization of genomic, transcriptomic, metabonomic, and proteomic data that provides for relationship networks among functionally significant said data, and;
- deduces said data systematically from a larger volume set of data;
- integrates information from existing databases into said relationship networks;
- enables researchers to consolidate molecular profiling data from complementary experimental techniques;
- constructs diagnostically significant molecular fingerprints from molecular profiling data;
- optimizes an analysis workflow that provides said molecular fingerprints;
- and
- provides feedback and/or direction for subsequent experiments to identify and/or validate potential biomarkers and drug targets.