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Fragment Hits: What do They Look Like and How do They Bind?
Fabrizio Giordanetto1, Chentian Jin1, Lindsay Willmore1
1D. E. Shaw Research , New York , New York 10036 , United States.
Understanding fragment hits, small molecules that bind protein targets, can improve drug discovery. This study analyzed 489 protein-fragment complexes to identify common molecular and binding properties of successful fragment hits.
Area of Science:
- Medicinal Chemistry
- Structural Biology
- Drug Discovery
Background:
- Fragment hits are crucial starting points for drug discovery.
- Current understanding of fragment hit properties relies on anecdotal evidence.
- Systematic analysis is needed to improve fragment-based drug design.
Purpose of the Study:
- To systematically analyze the molecular and binding properties of fragment hits.
- To identify common characteristics of successful fragment hits.
- To provide data-driven insights for optimizing fragment screening.
Main Methods:
- Analysis of 489 published protein-fragment complexes.
- Systematic evaluation of molecular properties (e.g., buried surface area, functional groups).
- Assessment of binding interactions (e.g., hydrogen bonding, directional interactions).
Main Results:
- Fragment hits commonly exhibit specific preferences in buried surface area upon binding.
- Key features include hydrogen bonding, structural topology, and functional group occurrence.
- Degree of carbon saturation is another notable characteristic of fragment hits.
Conclusions:
- Identifying common properties of fragment hits can enhance drug discovery efforts.
- Incorporating these preferences in fragment design may increase screening success.
- This systematic analysis provides a foundation for data-driven fragment selection.
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