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Exploring and mapping chemical space with molecular assembly trees
Yu Liu1, Cole Mathis1, Michał Dariusz Bajczyk1
1School of Chemistry, University of Glasgow, University Avenue, Glasgow G12 8QQ, UK.
Science Advances
|September 24, 2021
Summary
Assembly theory quantifies molecular complexity by the minimum steps to build molecules. This approach reveals new drug candidates not found by traditional methods, showing its potential in drug discovery.
Area of Science:
- Chemistry
- Computational Chemistry
- Drug Discovery
Background:
- Rule-based chemical space searches yield infinite molecules, necessitating focused exploration.
- Assembly theory offers a method to assess molecular complexity based on construction steps.
Purpose of the Study:
- To apply assembly theory to diverse molecular systems, including prebiotic chemistry, gene sequences, plasticizers, and opiates.
- To explore molecules within an assembly tree framework rather than the entire chemical space.
- To develop a reassembly method for generating novel molecular candidates.
Main Methods:
- Utilizing assembly theory to analyze molecular structures based on the minimum steps required for their synthesis.
- Applying the assembly tree concept to map relationships between molecules.
- Developing a reassembly technique grounded in assembly trees.
Main Results:
- The assembly theory approach successfully analyzed molecules across various domains.
- Exploration was focused on molecules within defined assembly trees.
- A novel reassembly method generated previously inaccessible opiate drug candidates.
Conclusions:
- Assembly theory provides a valuable framework for understanding molecular complexity and relationships.
- The reassembly method based on assembly trees can uncover novel drug candidates beyond conventional approaches.
- This methodology demonstrates significant potential for applications in drug discovery and molecular design.
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