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Updated: Jul 19, 2026
08:31
Biosensor-based High Throughput Biopanning and Bioinformatics Analysis Strategy for the Global Validation of Drug-protein Interactions
Published on: December 1, 2020
Biological complexity and drug discovery: a practical systems biology approach
E L Berg1, E J Kunkel, E Hytopoulos
1BioSeek Inc, Burlingame, CA 94010, USA. eberg@bioseekinc.com
Systems Biology
|September 22, 2006
Summary
New assay technology improves drug discovery by analyzing complex human cell systems. Biologically Multiplexed Activity Profiling (BioMAP) reveals diverse biological mechanisms, addressing drug failure due to inadequate understanding of disease complexity.
Area of Science:
- Pharmacology
- Systems Biology
- Biotechnology
Background:
- Drug discovery often fails due to lack of efficacy or toxicity.
- Current technologies inadequately address the complexity of human disease biology.
- Biological systems possess complex engineering features like modularity and redundancy.
Purpose of the Study:
- To develop an improved biological assay technology for inflammation drug discovery.
- To address the limitations of existing drug discovery technologies.
- To incorporate principles of complex systems into assay design.
Main Methods:
- Developed Biologically Multiplexed Activity Profiling (BioMAP).
- Utilized novel complex primary human cell-based assay systems.
- Employed statistical analysis of protein datasets.
Main Results:
- BioMAP successfully detected and distinguished a large number of biological mechanisms.
- The assay technology incorporates features relevant to complex biological systems.
- Compound profiling in BioMAP systems provided valuable mechanistic insights.
Conclusions:
- BioMAP represents an improved approach to inflammation drug discovery.
- Understanding complex biological systems is crucial for successful drug development.
- This technology enhances the ability to predict drug efficacy and toxicity by modeling disease complexity.
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