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MolBiC: the cell-based landscape illustrating molecular bioactivities.
Yichao Ge1,2,3,4, Mengjie Yang5, Xinyuan Yu1
1College of Pharmaceutical Sciences, The Second Affiliated Hospital, Zhejiang University School of Medicine, State Key Laboratory of Advanced Drug Delivery and Release Systems, Zhejiang University, Hangzhou 310058, China.
A new database, MolBiC, offers over 550,000 cell-based molecular bioactivity (CMB) measurements. This resource supports AI-driven drug discovery by providing crucial data for learning cell-based patterns.
Area of Science:
- Biomedicine
- Drug Discovery
- Bioinformatics
Background:
- Cell-based molecular bioactivity (CMB) is vital for drug development.
- Existing resources lack comprehensive CMB data for AI-driven drug discovery.
Purpose of the Study:
- Introduce MolBiC, a novel knowledge base for cellular context molecular bioactivity data.
- Provide a valuable resource to facilitate AI-powered drug discovery and development.
Main Methods:
- Compiled and curated a large dataset of experimentally validated CMBs.
- Integrated data on molecules, targets, and cell lines.
Main Results:
- MolBiC contains 550,093 experimentally validated CMBs.
- The database includes 321,086 molecules, 2,666 targets, and 988 cell lines.
- MolBiC is freely accessible online.
Conclusions:
- MolBiC addresses the critical need for CMB data in modern drug discovery.
- The database supports the learning of cell-based patterns for pharmaceutical development.
- MolBiC is a unique and valuable resource for the scientific community.
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